ICCR & MCMA 2019: INTERNATIONAL CONFERENCE ON THE USE OF COMPUTERS IN RADIOTHERAPY AND THE INTERNATIONAL CONFERENCE ON MONTE CARLO TECHNIQUES FOR MEDICAL APPLICATIONS

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A. Enger, Shirin.	Towards Patient Specific Microdosimetry P163: A Monte Carlo study on the possibility of using bremsstrahlung and gamma emissions to determine seed positions in diffusing alpha-emitter radiation therapy using a gamma camera Monte Carlo Dosimetry Study of Novel Rotating MRI-Compatible Shielded Tandems for Intensity Modulated Cervix Brachytherapy Monte Carlo dosimetry of a custom-made 169Yb source for intensity modulated brachytherapy Monte Carlo based Treatment Planning in Brachytherapy
A. M. Santos, João	P131: Estimating Dose from Radiotherapy Treatments in the Vicinity of a Cardiac Pacemaker using Monte Carlo simulations
Abdelaziz, Salih	Optimizing Beam Selection for Non-Coplanar VMAT Treatment Planning with Simulated Annealing
Abdelrahman, Mahmoud	Development and Validation of Online Personal Dosimetry Application Using Computational Method for Interventional Cardiology
Abdollah, Amir	First experimental demonstration of ion-therapy planning that combines a clinical biological model with ionization detail
Abdulkareem, Musa	PROPEL, a multi-centre data collection system for radiotherapy analysis
Abravan, Azadeh	Prognostication of vascular calcification identified in 4DCT of lung cancer treated with stereotactic body radiation therapy
Ackermann, Benjamin	P075: Dosimetric calibration and validation of spectral CT-based stopping power prediction for particle therapy planning
Adam, Jean-François	P148: Microdosimetric study of nanoparticles-enhancend radiotherapies with Geant4-DNA.
Adamson, Philip M.	Physics-Based Data Augmentation for Deep Learning Organ Segmentation
Aebersold, Daniel M	P011: Evaluation of potential dosimetric benefits for dynamic trajectory radiotherapy compared to VMAT
Aerts, An	P146: Calculation of cellular S-values for Polygonal Mesh models: The impact of a realistic cell representation
Aerts, Hugo Jwl	FAIR-Radiomics Infrastructure P034: “Distributed Radiomics” - a signature validation study using a Personal Health Train infrastructure
Agelou, Mathieu	Implementation of pseudo-deterministic transport in a Monte Carlo code for out of field dose calculation P050: IMRT quality analysis based on machine learning technique and complexity indices
Agnew, Kelly	P064: Evaluation of analysis methods for dose monitoring in patients undergoing prostate radiotherapy
Agosteo, Stefano	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
Ahasan, M Monjur	P040: Patient Specific Quality Assurance (QA): Case of Cervical Cancer using Electronic Portal Imaging Device (EPID) and Matrix
Ahmed,	P123: Status of the GEANT4 Advanced Examples for medical physics applications
Ahmed, Mahmoud	P029: Obtaining real-time EPID-image based error detection thresholds via supervised learning.
Ahn, Woo Sang	P121: Optimization of target thickness on angular dose distributions of a truncated conical-shaped transmission type X-ray tube: A Monte Carlo simulation
Ahnesjö, Anders	Probabilistic optimization of the percentile dosage for cervix patients Beam modelling for Monte Carlo dose calculations
Ajdari, Ali	A novel machine learning-Bayesian network model for prediction of radiation pneumonitis: Importance of mid-treatment information
Akintonde, Adeyemi	Respiratory motion model derived from CBCT projection data
Al Bulushi, Yarab	P100: Comparing the efficacy of SBRT and IMRT in reducing radiation induced pulmonary fibrosis
Alber, Markus	P075: Dosimetric calibration and validation of spectral CT-based stopping power prediction for particle therapy planning
Albertini, Francesca	MCMA Rising Stars 6: Anatomical changes vs. calculation approximations: Which causes larger dose distortions for proton therapy patients? P012: IMPT plan generation in under ten seconds
Albuquerque, Kevin	Predicting distant failure after radiotherapy in cervix cancer via automated multi-objective model AutoBrachy: an Automated Treatment Planning, Quality Assurance and Documentation System for High-Dose-Rate Brachytherapy of Gynecological Cancer
Alderliesten, Tanja	GPU parallelization of catheter position optimization for HDR prostate brachytherapy
Aliotta, Eric	P069: Quantifying the Impact of Organ-At-Risk Delineation Variability in the Context of Patient Setup Uncertainty
Aliotta, Eric	Minimizing lymphocyte loss following radiation therapy treatments: machine learning approach
Alm Carlsson, Gudrun	MCMA Rising Stars 2: Intrinsic energy response of microDiamond detectors at kilovoltage energy photon beams
Altieri, Saverio	Monte Carlo study of the mixed neutron and photon background in an aBNCT treatment room
Aluwini, Shafak	P013: Fully automated multi-criterial beam angle selection to drastically reduce the number of non-coplanar beams in prostate SBRT
Aly, Farhannah	Multiparametric MRI assessment of gross tumour volume and hippocampal changes over the course of brain cancer radiotherapy
Aminafshar, Behzad	P118: In-Field Photon and Neutron Contamination during Intraoperative Electron Radiotherapy: A Monte Carlo Study
An, Hyun Joon	P009: Evaluation of the modulation degrees in APBI IMRT plans P045: Evaluation of the MR image-driven synthetic CT in prostate IMRT plans
Anderson, Lori	Exploring the Relationship of Radiation Dose Exposed to the Length of Esophagus and Weight Loss in Patients with NSCLC
Apte, Aditya	CERR’s Model Implementation Library for sharing radiomics and image segmentation models P037: Radiomics-based random forest classifier for detecting dental artifacts in CT
Aragno, Danilo	P022: Study of machine learning application for Tomotherapy Delivery Quality Assurance: evaluation of plan machine performances
Arazi, Lior	P163: A Monte Carlo study on the possibility of using bremsstrahlung and gamma emissions to determine seed positions in diffusing alpha-emitter radiation therapy using a gamma camera
Arce,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment Improvement of ParticleHP with proton-boron fusion reaction in GEANT4 for medical applications P157: Proposal to reduce the effect of the nuclear cross sections in the imprecission of the PET protontherapy range verification
Archambault, Louis	Understanding the challenges of deformable scintillation detectors through Monte Carlo simulations A new EPID based adaptive radiotherapy method for predicting patient susceptibility to having gases P090: Optimization of an unsupervised patient classification system from daily EPID images
Aricò, Giulia	The BIANCA model and its application for RBE predictions along hadrontherapy beams
Armstrong, Chad	P068: A Clinical Data Model in Oncology to Enable Clinical Decision Support (CDS) Services within 360 Oncology
Arrate, Felipe	Physics-Based Data Augmentation for Deep Learning Organ Segmentation
Arumugam, Sankar	P052: Pitfalls and lessons of in-house software development learned from developing PlanChecker: a tool for automated quality control of radiotherapy plan transfer from the planning system to the R&V system
Asai, Makoto	Interfacing a nuclear interaction model (BLOB) with Geant4 Preliminary results in using Deep Learning to emulate BLOB, a nuclear interaction model
Aspeel, Antoine	P070: Genetic Algorithms for optimal intermittent measurements for tumor tracking
Attili, Andrea	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
Aubry, Jean-François	P027: Complete Integration of Quality Control Test Analysis with QATrack+
Auer, Benjamin	Investigation of keel versus knife edge pinhole profiles for a next-generation SPECT system dedicated to clinical brain imaging
Augustine, Kurt	P023: From research to treatment: how powerful, complex algorithms become a comprehensive clinical application for proton therapy
Avuzzi, Barbara	Introducing information on gut microbiota into toxicity modelling: preliminary results from a clinical trial
Ayala Alvarez, David Santiago	Monte Carlo calculation of the TG-43 dosimetry parameters for the INTRABEAM electronic brachytherapy source
Azcona, Juan Diego	P157: Proposal to reduce the effect of the nuclear cross sections in the imprecission of the PET protontherapy range verification
Azhari, Hasin Anupama	P140: A Hybrid IMRT Technique for Treatment of Breast Cancer: A Dosimetric Study P040: Patient Specific Quality Assurance (QA): Case of Cervical Cancer using Electronic Portal Imaging Device (EPID) and Matrix
Aznar, Marianne	Highlight talk: Clinical application of big data research: Towards a practical implementation of rapid learning for radiotherapy optimization
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Babier, Aaron	ICCR Rising Stars 4: The importance of evaluating the complete knowledge-based automated planning pipeline
Badenchini, Fabio	Introducing information on gut microbiota into toxicity modelling: preliminary results from a clinical trial
Badragan, Iulian	P054: Robust picket fence quantification
Baeza, Jose	Fully automated NTCP triggered radiation therapy adaptation in non small cell lung cancer
Baghani, Hamid Reza	P118: In-Field Photon and Neutron Contamination during Intraoperative Electron Radiotherapy: A Monte Carlo Study P152: Monte Carlo Based Determination of Radiation Scattering Effect on Image Quality in Brain Imaging with Fan-beam Collimator
Bagher-Ebadian, Hassan	P041: Radiomics analysis of lymph nodes for prediction of extracapsular nodal extension from CT images in head and neck cancers Radiomics analysis for classification of head and neck cancers human papilloma virus status
Bahig, Houda	The potential of photon-counting CT for quantitative contrast-enhanced imaging in radiotherapy using a maximum a posteriori estimator
Bahig, Houda	Automated segmentation of pulmonary fibrosis on CT images for radiation therapy applications
Bai, Harrison X.	Radiomics-based decision-support system in renal cell carcinomas
Bailey, Michael	P036: Radiomics model of overall survival from non-small lung cancer using a distributed learning platform
Baiocco, Giorgio	A novel Geant4-DNA application for microdosimetry and dose-average LET calculations of protons in liquid in water.
Balagopal, Anjali	Highlight talk: Using a Bayesian neural network approximation to quantify the uncertainty in segmentation prediction on prostate cancer
Balcerzyk, Marcin	P151: Feasibility study of the use of nanoparticles as theranostic agent in Radiotherapy.
Ballarini, Francesca	The BIANCA model and its application for RBE predictions along hadrontherapy beams
Balter, James	P093: Assessment of non-respiratory abdominal displacements using breathing-compensated 4D imaging of the gastrointestinal tract
Baltieri, Valérie	P133: Systematic Monte Carlo dose verification of VMAT treatment plans for TrueBeam linac using PRIMO P110: Performing QA with hybrid devices: automation and centralization of results
Bancheri, Julien	Monte Carlo determination of chamber correction factors for medium energy X-ray beams between 50 and 300 kV
Bangert, Mark	Highlight talk: Confidence constraints for probabilistic radiotherapy treatment planning ICCR Rising Stars 1: Closed-form modeling of biological uncertainties in carbon ion therapy Impact of Gaussian uncertainty assumptions for probabilistic optimization considering range errors Fractionation considerations in jointly optimized photon–carbon ion treatment plans Development report for the open source dose calculation and optimization toolkit matRad
Baran, Jakub	Development and applications of GPU-accelerated Monte Carlo code FRED for particle therapy
Barat, Eric	Monte Carlo-based software for imaging dose calculations in IGRT P050: IMRT quality analysis based on machine learning technique and complexity indices
Baratto-Roldán, Anna	A novel Geant4-DNA application for microdosimetry and dose-average LET calculations of protons in liquid in water.
Barbeiro, Ana Rita	P051: Quality assurance based on portal imaging using artificial neural network methods for Varian and Elekta linacs P062: Automated characterisation of continuous portal imaging of radiotherapy FFF beams for SBRT verification
Barbieri, Sofia	A novel Geant4-DNA application for microdosimetry and dose-average LET calculations of protons in liquid in water.
Bardiès, Manuel	Modeling SPECT auto-contouring acquisition for 177Lu Molecular RadioTherapy (MRT) using new developments in GATE/ GEANT4
Barragan-Montero, Ana	P006: Automatic Labeling of OARs in Head-and-Neck Region using Non-local 3DResNet P046: Improving proton dose calculation accuracy using deep learning
Barragán Montero, Ana	Generation of synthetic CT images for MRI-only proton therapy treatment planning using deep learning Three-Dimensional Dose Prediction for Lung IMRT Patients with Variable Beam Configuration using Deep Neural Networks
Barsky, Andrew R.	Stepping-in segmentation of cardiac substructures with deep learning
Bartelheimer, Kathrin	Articulated Skeleton Model Meets Iterative Registration Process to Reliably Detect Posture Changes of Head and Neck Cancer Patients
Barzilay, Regina	Using Deep Learning Algorithm to Extract Tumour Information from Pathology and Surgical Notes of Chondrosarcoma Patients
Bashkirov, Vladimir	P200: Understanding image artifacts for a prototype proton computed tomography scanner via Monte Carlo simulations
Bassalow, Rostem	IAEA-AAPM TRS483 based reference dosimetry for the new biology guided radiotherapy system
Battista, Jerry	A fast inverse direct aperture optimization algorithm for volume-modulated arc therapy
Battistoni, Giuseppe	P155: FLUKA simulation of target fragmentation in Protontherapy Development and applications of GPU-accelerated Monte Carlo code FRED for particle therapy
Baturin, Paul	P147: A fast method for image simulation of electronic portal imaging devices (EPIDs) Fast simulation of megavoltage images using multi-layered detector model A Monte Carlo study of the impact of phantom electron termination on EPID image quality and simulation time
Bauer, Julia	Fast dose Recalculation on GPU (FRoG) at the Heidelberg Ion-Beam Therapy Center
Bayas, Marco	P149: Monte Carlo Calculations of Absorbed Doses Associated to Helical CT
Bazalova-Carter, Magdalena	Monte Carlo Methods in Radiotherapy Innovations
Beasley, Daniel	P112: Secure-DICOM-Uploader: A platform for anonymising and transferring imaging data from hospital sites to remote repositories
Beaudry, Joel	P059: Automated catheter reconstruction for TRUS HDR prostate brachytherapy
Beaulieu, Luc	Simulated Annealing and quasi-Newton Algorithms on GPU Architecture for Multi-Criteria Optimization for HDR Brachytherapy Understanding the challenges of deformable scintillation detectors through Monte Carlo simulations Dynamic model-based dosimetry of permanent implant brachytherapy Validation of a GPU accelerated Monte Carlo dose calculation algorithm for clinical use in brachytherapy
Beauregard, Jean-Mathieu	Validation of a GPU-based Monte Carlo internal dosimetry framework for 177Lu radionuclide therapy
Bedwani, Stéphane	Automated segmentation of pulmonary fibrosis on CT images for radiation therapy applications P030: JAWS3D – A 3D dose visualization software for dental application
Bel, Arjan	GPU parallelization of catheter position optimization for HDR prostate brachytherapy
Beliveau Nadeau, Dominic	Large-scale dosimetric comparison of Ray Tracing and Monte Carlo recalculated doses for lung robotic SBRT plan
Belka, Claus	CBCT image correction with a Unet trained on 2D slices and 3D patches
Bellec, Julien	Monte Carlo-based software for imaging dose calculations in IGRT
Beltran, Chris	P023: From research to treatment: how powerful, complex algorithms become a comprehensive clinical application for proton therapy
Belyaev, Mikhail	P084: Clinical evaluation of deep learning methods for brain tumor contouring
Ben-Josef, Edgar	Stepping-in segmentation of cardiac substructures with deep learning
Bengio, Yoshua	Deep Learning for Healthcare
Benkreira, Mohamed	Development and association of new metrics of dose and image quality for optimizing protocols in CT imaging
Benmakhlouf, Hamza	MCMA Rising Stars 2: Intrinsic energy response of microDiamond detectors at kilovoltage energy photon beams
Bennan, Amit Ben Antony	Fractionation considerations in jointly optimized photon–carbon ion treatment plans Development report for the open source dose calculation and optimization toolkit matRad
Berbeco, Ross	P147: A fast method for image simulation of electronic portal imaging devices (EPIDs) Fast simulation of megavoltage images using multi-layered detector model A Monte Carlo study of the impact of phantom electron termination on EPID image quality and simulation time
Berbee, Maaike	P102: A Prediction Model Incorporating PET Radiomics for Lymph Node Metastases in Esophageal Cancer Patients
Berger, Lucie	Monte Carlo-based software for imaging dose calculations in IGRT
Berggren, Karl	Fully automated treatment planning of deliverable VMAT by machine learning dose prediction and mimicking optimization in HNC
Bermejo, Inigo	P079: Bayesian network structure for predicting two-year survival in patients diagnosed with lung cancer
Bernard, Mark	Improving accuracy and robustness of deep convolutional neural network based thoracic OAR segmentation by training with data from local institution
Berry, Megan	P087: Feature based quality assurance of image segmentation for clinical trials
Bert, Julien	Enhanced mesh surface modeling with virtual continuous envelope Optimizing Beam Selection for Non-Coplanar VMAT Treatment Planning with Simulated Annealing
Berteloot, Laureline	Development and association of new metrics of dose and image quality for optimizing protocols in CT imaging
Bertholet, Jenny	Geometric accuracy of surrogate-driven respiratory motion models for MR-guided lung radiotherapy In silico validation of motion-including dose reconstruction for MR-guided lung SBRT using a patient specific motion model
Bertolet, Alejandro	A novel Geant4-DNA application for microdosimetry and dose-average LET calculations of protons in liquid in water.
Besnier, Magali	QaTest: a fully automatized EPI analysis software for continuous quality assurance
Beunk, Harold	CorTx-RT: Service Oriented Architecture for Radiation Oncology Informatics
Beuve, Michael	Simulation of micro- nanodosimetry spectra and free radicals with Geant4-DNA, LQD, PHYCHEML, CHEM for ion beams
Bianchi, Anna	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
Bieri, Oliver	ICCR Rising Stars 5: Liver-ultrasound based motion model for lung tumour tracking in PBS proton therapy
Bigand, Emeline	Development and association of new metrics of dose and image quality for optimizing protocols in CT imaging
Biggs, Simon	Open source tools for converting 40 ms resolution trf Elekta log files into DICOM RT Plan format for log file-derived dose reconstruction P107: Improving development practice for creating and maintaining clinical, in-house developed software tools.
Billas, Ilias	Experimental benchmarking of Monte Carlo based detector response simulations in magnetic fields Investigation of small-cavity chamber response in the presence of magnetic fields Monte Carlo demonstration of the air-gap effect for alanine dosimeters in B-field
Bjornstad, Kathleen	First experimental demonstration of ion-therapy planning that combines a clinical biological model with ionization detail
Blaha, Pavel	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
Blakely, Eleanor	First experimental demonstration of ion-therapy planning that combines a clinical biological model with ionization detail
Bliznakova, Kristina	GEANT4 Monte Carlo simulations for virtual clinical trials in X-ray breast imaging
Bobic, Mislav	Highlight talk: Deep Learning Model for Markerless Tracking in Spinal SBRT
Boissonnat, Guillaume	Monte Carlo-based software for imaging dose calculations in IGRT Development and association of new metrics of dose and image quality for optimizing protocols in CT imaging
Bol, Gijsbert	Highlight talk: Fast automated IMRT optimization using deep-learned dose from a 2.5D generative adversarial network Exploration of methods for online plan adaptation on the 1.5T MR-linac
Bolsi, Alessandra	P156: Monte Carlo evaluation of analytical dose calculations for proton therapy.
Bolst, David	Validation of Geant4 fragmentation models for therapeutic 4He ion beams
Boone, John M	GEANT4 Monte Carlo simulations for virtual clinical trials in X-ray breast imaging
Bootsma, Gregory	Monte Carlo x-ray tube simulation for CBCT: A statistical analysis of the photon distribution components
Bordage,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment Electron track structure simulations in a gold nanoparticle using Geant4-DNA
Bortfeld, Thomas	A novel machine learning-Bayesian network model for prediction of radiation pneumonitis: Importance of mid-treatment information
Bortolussi, Silva	Monte Carlo study of the mixed neutron and photon background in an aBNCT treatment room
Bortot, Davide	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
Bosman, Peter A.N.	GPU parallelization of catheter position optimization for HDR prostate brachytherapy
Both, S.	A Novel Automated Clinical Proton Therapy Patient Quality Assurance via Monte Carlo Simulations and Treatment Log Files
Both, Stefan	Fully automated treatment planning of deliverable VMAT by machine learning dose prediction and mimicking optimization in HNC Monte Carlo simulation of a modified model development method to deal with the high collinearity problem in NTCP modelling
Bouchard, Hugo	MCMA Rising Stars 1: Monte Carlo evaluation of proton range uncertainties using photon-counting CT Investigation of small-cavity chamber response in the presence of magnetic fields Monte Carlo demonstration of the air-gap effect for alanine dosimeters in B-field The potential of photon-counting CT for quantitative contrast-enhanced imaging in radiotherapy using a maximum a posteriori estimator
Bouter, Anton	GPU parallelization of catheter position optimization for HDR prostate brachytherapy
Bowers, Michael	Understanding the influence of spatial radiation dose patterns on xerostomia: what they might be telling us. The feasibility of outcome-based treatment planning strategy to improve xerostomia symptom in head and neck cancer patients
Bravin, Alberto	P127: Monte Carlo study on the effect of gold compounds in radiotherapy
Breedveld, Sebastiaan	Automatic parameter tuning of an algorithm for fast automated Pareto-optimal treatment plan generation A novel system for fast and fully automated multi-criterial treatment planning for cervical cancer HDR brachytherapy P077: Multi-criterial MLC segmentation to minimize plan quality loss P013: Fully automated multi-criterial beam angle selection to drastically reduce the number of non-coplanar beams in prostate SBRT
Brewster, Frank	Prognostication of vascular calcification identified in 4DCT of lung cancer treated with stereotactic body radiation therapy
Brink, Carsten	Modern mapping of local data for international distributed learning P109: Audit Data Tool for the DcmCollab Dose Plan Bank
Brock, Kristy	Deformable Registration and Dose Accumulation in Radiation Therapy
Brons, Stephan	First experimental demonstration of ion-therapy planning that combines a clinical biological model with ionization detail
Brou Boni, Kevin	P120: Integration of the M6 Cyberknife in the Moderato Monte Carlo platform and prediction of beam parameters using machine learning
Brown, Sean	ICCR Rising Stars 6: Optimising methodology for 4DCT radiomic feature extraction to predict distant failure in NSCLC patients treated with SBRT
Brzozowska-Wardecka, Beata	DNA damage in cancer cells exposed to beta radiation measured experimentally and modeled in Monte Carlo simulations Modeling of chromosome aberrations after combined exposure to X-rays and alpha particles Modeling of time and spatial evolution of cell nuclear foci induced by mixed radiation (X and alpha)
Brüningk, Sarah	A systems oncology simulation framework for modelling 3D tumour spheroid response to radiation and hyperthermia treatments
Bues, Martin	P154: A hybrid method calculating linear energy transfer for intensity modulated proton therapy
Buiter, Maarten	P024: Dealing with large scale legacy code in a critical clinical infrastructure
Buonanno, Francesca	Breast cancer rotational radiotherapy with a kilovoltage x-ray source: validated Monte Carlo phantom studies
Burigo, Lucas	First experimental demonstration of ion-therapy planning that combines a clinical biological model with ionization detail Development report for the open source dose calculation and optimization toolkit matRad
Burns, Mark	P053: Introduction of a cloud based treatment planning system for a large multi-site radiotherapy centre
Bussink, Johan	P034: “Distributed Radiomics” - a signature validation study using a Personal Health Train infrastructure P035: Learning from scanners: noise reduction and feature correction in Radiomics
Bär, Esther	MCMA Rising Stars 1: Monte Carlo evaluation of proton range uncertainties using photon-counting CT
Bélanger, Cédric	Simulated Annealing and quasi-Newton Algorithms on GPU Architecture for Multi-Criteria Optimization for HDR Brachytherapy
Büermann, Ludwig	Monte Carlo determination of chamber correction factors for medium energy X-ray beams between 50 and 300 kV
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Caccia, Barbara	Interfacing a nuclear interaction model (BLOB) with Geant4 P123: Status of the GEANT4 Advanced Examples for medical physics applications Preliminary results in using Deep Learning to emulate BLOB, a nuclear interaction model
Camilleri-Broët, Sophie	Towards Patient Specific Microdosimetry
Cammarata, Francesco Paolo	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
Campeau, Marie-Pierre	Automated segmentation of pulmonary fibrosis on CT images for radiation therapy applications
Canters, Richard	Fully automated NTCP triggered radiation therapy adaptation in non small cell lung cancer
Cao, Fred	P054: Robust picket fence quantification
Cao, Yue	P093: Assessment of non-respiratory abdominal displacements using breathing-compensated 4D imaging of the gastrointestinal tract
Capdeville, Sophie	Development and association of new metrics of dose and image quality for optimizing protocols in CT imaging
Carabe, Alejandro	A novel Geant4-DNA application for microdosimetry and dose-average LET calculations of protons in liquid in water.
Carante, Mario Pietro	The BIANCA model and its application for RBE predictions along hadrontherapy beams
Carlotti, Daniele	P022: Study of machine learning application for Tomotherapy Delivery Quality Assurance: evaluation of plan machine performances
Carlsson Tedgren, Åsa	MCMA Rising Stars 2: Intrinsic energy response of microDiamond detectors at kilovoltage energy photon beams P076: A mathematical optimization framework for spatial adjustments of dose distributions in high dose-rate brachytherapy P007: Segmentation of bones for radiation therapy from medical dual-energy computed tomography volumes using the 3D U-Net
Carolan, Martin	P036: Radiomics model of overall survival from non-small lung cancer using a distributed learning platform
Carruthers, Hayley	PROPEL, a multi-centre data collection system for radiotherapy analysis
Carver, Antony	PROPEL, a multi-centre data collection system for radiotherapy analysis P047: A neural network based approach to structure QA Simulations of a collimated photon beam for minibeam radiotherapy
Carver, Eric	Hand-Crafted Radiomic Features Predict GBM Patient-Specific Survival Deep Prostate MRI Image Understanding and Classification Based on Convolutional Neural Networks
Casares-Magaz, Oscar	Tracking bladder surface dose during radiotherapy for prostate cancers
Cashmore, Jason	Simulations of a collimated photon beam for minibeam radiotherapy
Castellani, Gastone	P025: Filoblu: Sentiment Analysis Application to Doctor-Patient Interactions
Castillo, Dayana	P146: Calculation of cellular S-values for Polygonal Mesh models: The impact of a realistic cell representation
Cattin, Philippe C.	ICCR Rising Stars 5: Liver-ultrasound based motion model for lung tumour tracking in PBS proton therapy
Causer, T.	Measurement and simulation of clinical electron beams in magnetic fields: considerations for MR-guided electron beam therapy
Cecil, Emilie	Voxel dose pattern for dysphagia among head and neck cancer patients receiving definitive radiotherapy
Celler, Anna	Applications of Monte Carlo Simulations in Nuclear Medicine
Cervantes, Yunuen	Investigation of small-cavity chamber response in the presence of magnetic fields
Chacon,	P123: Status of the GEANT4 Advanced Examples for medical physics applications
Chamberland, Marc J.P.	Update of the Carleton Laboratory for Radiotherapy Physics (CLRP) TG-43 parameter database for brachytherapy
Champciaux, Valentin	Implementation of pseudo-deterministic transport in a Monte Carlo code for out of field dose calculation
Chan, Timothy C.Y.	ICCR Rising Stars 4: The importance of evaluating the complete knowledge-based automated planning pipeline
Chao, Hongyang	P006: Automatic Labeling of OARs in Head-and-Neck Region using Non-local 3DResNet
Charbonneau, Simon-Pierre	P030: JAWS3D – A 3D dose visualization software for dental application
Chatrie, Frederic	P051: Quality assurance based on portal imaging using artificial neural network methods for Varian and Elekta linacs
Chatrie, Frederic	P062: Automated characterisation of continuous portal imaging of radiotherapy FFF beams for SBRT verification
Chatterjee, Avishek	Educational Lecture: Statistical pitfalls in clinical research and how to avoid them Radiomics-based decision-support system in renal cell carcinomas Deep learning in head & neck cancer prediction P099: Comparison of automated and pathologist assessment of radiation induced pulmonary fibrosis for Masson’s trichrome P100: Comparing the efficacy of SBRT and IMRT in reducing radiation induced pulmonary fibrosis P033: Correlation coefficient: a poor metric for multi-class classification Monte Carlo quantification of statistical risk when using a surrogate radiomic marker Adapting classifiers to work with imbalanced data in machine learning
Chauvin, Maxime	Modeling SPECT auto-contouring acquisition for 177Lu Molecular RadioTherapy (MRT) using new developments in GATE/ GEANT4
Chen, Jeff	A fast inverse direct aperture optimization algorithm for volume-modulated arc therapy
Chen, Lili	Treatment Planning and Delivery Verification for Pulsed Low Dose Rate Radiotherapy
Chen, Liyuan	U-net based deformation vector field estimation for motion-compensated 4D-CBCT reconstruction Intelligent Parameter Tuning for Iterative CT Reconstruction Via Quality-guided Deep Reinforcement Learning P002: Virtual Treatment Planner for Radiation Therapy via Deep Reinforcement Learning P080: Evaluation of Synthesized Computed Tomography (sCT) Generated from Cone-Beam Computed Tomography (CBCT) by Cycle Generative Adversarial Network (CycleGAN)
Chen, Mingli	Inverse Planning without Optimization BI-RADS Features Oriented Semi-supervised Deep Learning for Breast Ultrasound Computer-Aided Diagnosis P091: Line of Response (LOR)-based real-time tumor tracking for emission-guided radiotherapy
Chen, Quan	Monte Carlo modelling of orthovoltage irradiators for radiobiology research – the impact of insufficient backscatter material Improving accuracy and robustness of deep convolutional neural network based thoracic OAR segmentation by training with data from local institution Cloud based Monte Carlo independent dose calculation tool for Varian Linacs
Chen, Quan	P089: Automatic thoracic OAR segmentation from CT scans using patient-specific deep convolutional neural networks
Chen, Wengen	Quantification of Local Metabolic Tumor Volume Changes by Registering Blended 18F-FDG PET-CT Images
Cheng, Chingyun	Stepping-in segmentation of cardiac substructures with deep learning
Cheng, Zhi	Understanding the influence of spatial radiation dose patterns on xerostomia: what they might be telling us. The feasibility of outcome-based treatment planning strategy to improve xerostomia symptom in head and neck cancer patients Voxel dose pattern for dysphagia among head and neck cancer patients receiving definitive radiotherapy
Chesson, Brent	P053: Introduction of a cloud based treatment planning system for a large multi-site radiotherapy centre
Chetty, Indrin	On the impact of the training dataset on a deep fully convolutional neural network (DFCNN) for automatic segmentation of the prostate gland on CT images Highlight talk: On the development of an AI based Incident Learning Framework for Clinical Workflow Deep Prostate MRI Image Understanding and Classification Based on Convolutional Neural Networks P041: Radiomics analysis of lymph nodes for prediction of extracapsular nodal extension from CT images in head and neck cancers Monte Carlo for External Photon and Electron Beam Dose Calculations in Radiotherapy Radiomics analysis for classification of head and neck cancers human papilloma virus status
Chi, Yujie	gPET: An efficient and accurate simulation tool for PET via GPU-based Monte Carlo
Chiappara, Davide	Improvement of ParticleHP with proton-boron fusion reaction in GEANT4 for medical applications
Chiblak, Sara	First experimental demonstration of ion-therapy planning that combines a clinical biological model with ionization detail
Chie, Eui Kyu	P045: Evaluation of the MR image-driven synthetic CT in prostate IMRT plans
Chin, Brandon	Infrastructure for a Radiation Oncology Quality Surveillance Program Health Information Gateway and Exchange (HINGE): Realizing the potential of Big data in Radiation Oncology
Chlap, Phillip	P094: An automated, quantitative and patient specific quality assurance tool for evaluation of deformable image registration in clinical head and neck cases P052: Pitfalls and lessons of in-house software development learned from developing PlanChecker: a tool for automated quality control of radiotherapy plan transfer from the planning system to the R&V system P060: A dashboard to monitor Quality Check List items in MOSAIQ
Cho, Woong	P201: Determination of Dosimetric Parameters for Vacuum-sealed Miniature X-ray Brachytherapy Tube P144: Development of Volumetric Independent Dose Calculation System for Adaptive Brachytherapy
Choi, Chang Heon	P129: Modular design of sealed source applicator using Monte Carlo simulation for brachytherapy P009: Evaluation of the modulation degrees in APBI IMRT plans P045: Evaluation of the MR image-driven synthetic CT in prostate IMRT plans
Choi, Kyungdon	Fast dose Recalculation on GPU (FRoG) at the Heidelberg Ion-Beam Therapy Center
Choi, Wonsik	P121: Optimization of target thickness on angular dose distributions of a truncated conical-shaped transmission type X-ray tube: A Monte Carlo simulation
Choi, Wookjin	Quantification of Local Metabolic Tumor Volume Changes by Registering Blended 18F-FDG PET-CT Images
Choi, Wookjin	Quantification of Pulmonary Nodule Spiculation Using Angle-Preserving Spherical Conformal Parameterization
Choudhury, Ananya	FHIR-ifying Radiotherapy Data: Towards data driven Radiation Oncology
Christian, Adam	P102: A Prediction Model Incorporating PET Radiomics for Lymph Node Metastases in Esophageal Cancer Patients
Chul Hee, Min	P135: Development of a TOPAS-based independent dose assessment system for pencil beam scanning in proton therapy
Chun, Minsoo	P009: Evaluation of the modulation degrees in APBI IMRT plans P045: Evaluation of the MR image-driven synthetic CT in prostate IMRT plans
Chung, Jin-Beom	P201: Determination of Dosimetric Parameters for Vacuum-sealed Miniature X-ray Brachytherapy Tube P143: Comparison of dosimetric and radiobiological parameters on the different VMAT techniques for left-sided breast cancer P144: Development of Volumetric Independent Dose Calculation System for Adaptive Brachytherapy
Ciardiello, Andrea	P025: Filoblu: Sentiment Analysis Application to Doctor-Patient Interactions Preliminary results in using Deep Learning to emulate BLOB, a nuclear interaction model
Cicchetti, Alessandro	Mechanistic modelling of radiation-therapy damage to microvasculature and of its effect on tissues surrounding tumour Introducing information on gut microbiota into toxicity modelling: preliminary results from a clinical trial
Cirrone,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment P123: Status of the GEANT4 Advanced Examples for medical physics applications
Cirrone, G. A. Pablo	Interfacing a nuclear interaction model (BLOB) with Geant4 Improvement of ParticleHP with proton-boron fusion reaction in GEANT4 for medical applications Validation of Geant4 fragmentation models for therapeutic 4He ion beams Preliminary results in using Deep Learning to emulate BLOB, a nuclear interaction model
Cirrone, Giuseppe Antonio Pablo	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
Cirrone, Pablo G.A.	Monte Carlo Methods in Particle Therapy
Clark, Catharine	P071: Current status of the clinical use, commissioning and QA of Deformable Image Registration in UK radiotherapy centres
Clark, Haley	Tracking bladder surface dose during radiotherapy for prostate cancers P054: Robust picket fence quantification P038: Validation of a Radiomic Feature Extraction Module in DICOMautomaton Quantifying parotid compartment importance for post-radiotherapy function
Clasie, Benjamin	DICOM-RT Ion interface to utilize Monte Carlo simulations in routine clinical workflow for proton pencil beam radiotherapy
Cloak, Kirrily	P087: Feature based quality assurance of image segmentation for clinical trials
Cloutier, Émily	Understanding the challenges of deformable scintillation detectors through Monte Carlo simulations
Cobben, David	ICCR Rising Stars 6: Optimising methodology for 4DCT radiomic feature extraction to predict distant failure in NSCLC patients treated with SBRT
Colen, Jonathan	Minimizing lymphocyte loss following radiation therapy treatments: machine learning approach
Collins, Sean	A New Prompt Gamma-Ray Detection System for 3D Range Verification in Proton Beam Therapy
Collins-Fekete, Charles-Antoine	P115: Statistical limitations in particle imaging
Colonna, Maria	Interfacing a nuclear interaction model (BLOB) with Geant4 Preliminary results in using Deep Learning to emulate BLOB, a nuclear interaction model
Conte, Valeria	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
Cook, Hannah	Simulations for the improvement of bone-equivalent materials for proton beam dosimetry
Coolens, Catherine	P044: A Novel Method of Calibration for Improving Accuracy and Sensitivity in Dual Energy Computed Tomography Perfusion
Cornell, Mariel	The impact of widespread clinical adoption of knowledge-based planning on treatment plan quality and variability
Cortes-Giraldo,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment Modelling ionization and excitation cross sections of proton interaction with liquid water in Geant4-DNA above 100 MeV Validation of Geant4 fragmentation models for therapeutic 4He ion beams A novel Geant4-DNA application for microdosimetry and dose-average LET calculations of protons in liquid in water.
Couture, Gabriel	P111: Data pipelines in radiation oncology: lessons from software engineering
Covens, Peter	Development and Validation of Online Personal Dosimetry Application Using Computational Method for Interventional Cardiology
Craggs, Helen	ICCR Rising Stars 6: Optimising methodology for 4DCT radiomic feature extraction to predict distant failure in NSCLC patients treated with SBRT
Croc, Aurélien	Ines: a portable and parallel Monte-Carlo simulation code of class II for electromagnetic showers
Crop, Frederik	P120: Integration of the M6 Cyberknife in the Moderato Monte Carlo platform and prediction of beam parameters using machine learning
Cui, Songye	Simulated Annealing and quasi-Newton Algorithms on GPU Architecture for Multi-Criteria Optimization for HDR Brachytherapy
Cunha, Adam	Simulated Annealing and quasi-Newton Algorithms on GPU Architecture for Multi-Criteria Optimization for HDR Brachytherapy
Curti, Nico	P025: Filoblu: Sentiment Analysis Application to Doctor-Patient Interactions
Cutajar,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment P123: Status of the GEANT4 Advanced Examples for medical physics applications
Cuttone,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
Cygler, Joanna	Validation of 4D Monte Carlo dose calculations using a programmable deformable lung phantom
Czeizler, Elena	Highlight talk: Using Federated Data Sources and Varian Learning Portal Framework to Train Neural Network for Automatic Organ Segmentation
D
Dalechina, Alexandra	P084: Clinical evaluation of deep learning methods for brain tumor contouring
Damen, Eugène	P018: Data driven plan QA to support large scale automation and adaptation
Dankers, Frank	P020: Clinical implementation of plan quality control for automated prostate planning
Dankers, Frank J.W.M	P034: “Distributed Radiomics” - a signature validation study using a Personal Health Train infrastructure
Darcy, James	P112: Secure-DICOM-Uploader: A platform for anonymising and transferring imaging data from hospital sites to remote repositories
Dasnoy, Damien	P072: 4D CT co-synchronized to real-time dynamic MRI acquired in the treatment room
Davey, Angela	ICCR Rising Stars 6: Optimising methodology for 4DCT radiomic feature extraction to predict distant failure in NSCLC patients treated with SBRT Radial radiomics: do higher pixel values outside the GTV predict for worse survival in early stage lung cancer
Davis,	P123: Status of the GEANT4 Advanced Examples for medical physics applications
Davis, Michael	P023: From research to treatment: how powerful, complex algorithms become a comprehensive clinical application for proton therapy
De Amorim Bernstein, Karen	Using Deep Learning Algorithm to Extract Tumour Information from Pathology and Surgical Notes of Chondrosarcoma Patients
De Beenhouwer, Jan	Investigation of keel versus knife edge pinhole profiles for a next-generation SPECT system dedicated to clinical brain imaging
de Boer, Hans	Exploration of methods for online plan adaptation on the 1.5T MR-linac
De Cecco, Loris	Introducing information on gut microbiota into toxicity modelling: preliminary results from a clinical trial
de Groot-van Breugel, Eline	Exploration of methods for online plan adaptation on the 1.5T MR-linac
de Guise, Jacques	Automated segmentation of pulmonary fibrosis on CT images for radiation therapy applications
De Jong, Marion	P146: Calculation of cellular S-values for Polygonal Mesh models: The impact of a realistic cell representation
de Leon, Jeremy	P087: Feature based quality assurance of image segmentation for clinical trials
De Lucia, Paolino	Breast cancer rotational radiotherapy with a kilovoltage x-ray source: validated Monte Carlo phantom studies
De Marzi, Ludovic	Treatment plan evaluation in proton minibeam radiation therapy
De Saint-Hubert, Marijke	P146: Calculation of cellular S-values for Polygonal Mesh models: The impact of a realistic cell representation
De Vecchi, Andrea	Introducing information on gut microbiota into toxicity modelling: preliminary results from a clinical trial
Deasy, Joseph	Outcomes-driven radiotherapy treatment planning: How close are we and what do we need? CERR’s Model Implementation Library for sharing radiomics and image segmentation models Automated Treatment Planning using Expedited Constrained Hierarchical Optimization: Plan quality and performance enhancements P037: Radiomics-based random forest classifier for detecting dental artifacts in CT
Deasy, Joseph	Quantification of Local Metabolic Tumor Volume Changes by Registering Blended 18F-FDG PET-CT Images
Deasy, Joseph	Quantification of Pulmonary Nodule Spiculation Using Angle-Preserving Spherical Conformal Parameterization
DeBlois, François	P015: Collision Detection of the Versa HD for ESAPI using Bullet Physics P030: JAWS3D – A 3D dose visualization software for dental application Large-scale dosimetric comparison of Ray Tracing and Monte Carlo recalculated doses for lung robotic SBRT plan
Debus, Jürgen	Fast dose Recalculation on GPU (FRoG) at the Heidelberg Ion-Beam Therapy Center
DeCunha, Joseph Michael	Towards Patient Specific Microdosimetry
Dedes, George	P200: Understanding image artifacts for a prototype proton computed tomography scanner via Monte Carlo simulations
Deist, Timo M.	P034: “Distributed Radiomics” - a signature validation study using a Personal Health Train infrastructure
Dekker, Andre	ICCR Rising Stars 2: Generalized Feature Analysis for Radiotherapy Application to Head and Neck Outcome Predictions Comparison of machine learning algorithms to predict lymph nodes in oral cavity squamous cell carcinoma Highlight talk: Radiomics in Magnetic Resonance Imaging of cervix cancer patients: the need of harmonization and standardization FAIR-Radiomics Infrastructure CT-based Radiomics Predicting HPV Status in Head and Neck Squamous Cell Carcinoma FHIR-ifying Radiotherapy Data: Towards data driven Radiation Oncology Machine learning helps identifying relations and potential biases in radiomics-based prediction models P031: Mortality Risk Stratification Model based on Radiomic Features Only: Analysis of Public Open Access Head and Neck Cancer Data P066: A rapid Learning model for cervical cancer P034: “Distributed Radiomics” - a signature validation study using a Personal Health Train infrastructure P079: Bayesian network structure for predicting two-year survival in patients diagnosed with lung cancer P019: Implementation of machine learning models in clinical practice P035: Learning from scanners: noise reduction and feature correction in Radiomics P102: A Prediction Model Incorporating PET Radiomics for Lymph Node Metastases in Esophageal Cancer Patients P036: Radiomics model of overall survival from non-small lung cancer using a distributed learning platform Application of an ontology–data sharing and model making Using Artificial Intelligence and Radiomics to support cancer care decisions
Delpon, Gregory	Monte Carlo-based software for imaging dose calculations in IGRT
Dendale, Remi	Treatment plan evaluation in proton minibeam radiation therapy
Deng, Wei	P154: A hybrid method calculating linear energy transfer for intensity modulated proton therapy
Depauw, Nicolas	P113: The Functional Paradigm in RT Computing: Features & Realization
Derksen, Alexander	Deformable Image Registration using Structure Guidance for Dose Accumulation
Derrien, Jonathan	P148: Microdosimetric study of nanoparticles-enhancend radiotherapies with Geant4-DNA.
Deshpande, Shrikant	P049: Implementation of an independent three dimensional dose calculation to streamline Tomotherapy delivery verification using on board exit detector P094: An automated, quantitative and patient specific quality assurance tool for evaluation of deformable image registration in clinical head and neck cases P052: Pitfalls and lessons of in-house software development learned from developing PlanChecker: a tool for automated quality control of radiotherapy plan transfer from the planning system to the R&V system
Desorgher,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment
Després, Philippe	Simulated Annealing and quasi-Newton Algorithms on GPU Architecture for Multi-Criteria Optimization for HDR Brachytherapy Validation of a GPU accelerated Monte Carlo dose calculation algorithm for clinical use in brachytherapy Validation of a GPU-based Monte Carlo internal dosimetry framework for 177Lu radionuclide therapy P043: Harnessing the potential of data in clinical PACS with an open-source DICOM server P111: Data pipelines in radiation oncology: lessons from software engineering Research data management in healthcare: Current challenges and trends Big Data II - Panel Discussion
Desrousseaux, Julie	Monte Carlo-based software for imaging dose calculations in IGRT Development and association of new metrics of dose and image quality for optimizing protocols in CT imaging
Di Florio, Teresa	Introducing information on gut microbiota into toxicity modelling: preliminary results from a clinical trial
Di Franco, Francesca	GEANT4 Monte Carlo simulations for virtual clinical trials in X-ray breast imaging Geant4 Monte Carlo calculation of normalized glandular dose coefficients in mammography Breast cancer rotational radiotherapy with a kilovoltage x-ray source: validated Monte Carlo phantom studies
Di Lillo, Francesca	Breast cancer rotational radiotherapy with a kilovoltage x-ray source: validated Monte Carlo phantom studies
Diamant, Adam	ICCR Rising Stars 4: The importance of evaluating the complete knowledge-based automated planning pipeline
Diamant, André	Educational Lecture: Deep Learning–A Brief Introduction Deep learning in head & neck cancer prediction Large-scale dosimetric comparison of Ray Tracing and Monte Carlo recalculated doses for lung robotic SBRT plan
Dickmann, Jannis	P200: Understanding image artifacts for a prototype proton computed tomography scanner via Monte Carlo simulations
Dikaios, Nikolaos	P115: Statistical limitations in particle imaging
Ding, Xiaoning	P154: A hybrid method calculating linear energy transfer for intensity modulated proton therapy
Dirkx, Maarten	P013: Fully automated multi-criterial beam angle selection to drastically reduce the number of non-coplanar beams in prostate SBRT
Dispinzieri, Michela	Introducing information on gut microbiota into toxicity modelling: preliminary results from a clinical trial
Doerner, Edgardo	Development report for the open source dose calculation and optimization toolkit matRad
Domínguez-Muñoz, A. Damián	Modelling ionization and excitation cross sections of proton interaction with liquid water in Geant4-DNA above 100 MeV
Dondero,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment
Dong, Yunsheng	P155: FLUKA simulation of target fragmentation in Protontherapy
Doosje, Jan-Willem	CorTx-RT: Service Oriented Architecture for Radiation Oncology Informatics
Doran, Simon	P112: Secure-DICOM-Uploader: A platform for anonymising and transferring imaging data from hospital sites to remote repositories
dos Santos, Morgan	Dosimetry to guide the preclinical studies in Minibeam Radiation Therapy at a conventional irradiator: tools and an in vivo proof of concept.
Dotti,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment
Dotti, Andrea	Interfacing a nuclear interaction model (BLOB) with Geant4 Preliminary results in using Deep Learning to emulate BLOB, a nuclear interaction model
Doucet, Robert	P030: JAWS3D – A 3D dose visualization software for dental application Large-scale dosimetric comparison of Ray Tracing and Monte Carlo recalculated doses for lung robotic SBRT plan
Douglass, Michael	P107: Improving development practice for creating and maintaining clinical, in-house developed software tools.
Dowling, Jason	P087: Feature based quality assurance of image segmentation for clinical trials
Duane, Simon	Experimental benchmarking of Monte Carlo based detector response simulations in magnetic fields Investigation of small-cavity chamber response in the presence of magnetic fields Monte Carlo demonstration of the air-gap effect for alanine dosimeters in B-field
Dubicki, Josef	Testing the effect of linac drift on QA protocols with a multi-energy MC simulation
Duffy, Jon	P127: Monte Carlo study on the effect of gold compounds in radiotherapy
Durante, Marco	Development and applications of GPU-accelerated Monte Carlo code FRED for particle therapy
Durgaryan, Amayak	P084: Clinical evaluation of deep learning methods for brain tumor contouring
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Eiben, Björn	Geometric accuracy of surrogate-driven respiratory motion models for MR-guided lung radiotherapy In silico validation of motion-including dose reconstruction for MR-guided lung SBRT using a patient specific motion model Respiratory motion models built using MR-derived signals and different amounts of MR image data from multi-slice acquisitions P112: Secure-DICOM-Uploader: A platform for anonymising and transferring imaging data from hospital sites to remote repositories Modelling the effect of time varying organ deformations in head and neck cancer using a PCA model
Einck, John	Tracking bladder surface dose during radiotherapy for prostate cancers
El Naqa, Issam	Integrating Biology and Physics into Treatment Management The Role of Monte Carlo Methods in Radiobiological Modelling of Radiotherapy Outcomes A Quantum Inspired Algorithm for Radiotherapy Planning Optimization
El Naqa, Issam	MCMA Rising Stars 4: Cherenkov emission-based dosimetry: Detection angle and aperture study
Eldib, Ahmed	P136: Investigating the accuracy of Monte Carlo based treatment planning of lung patients
Elguindi, Sharif	CERR’s Model Implementation Library for sharing radiomics and image segmentation models
Elia, Alessio	P132: An automated computer assisted beam modelling tool for scanned proton beam therapy
Elicin, Olgun	P011: Evaluation of potential dosimetric benefits for dynamic trajectory radiotherapy compared to VMAT
Elledge, Christen	Exploring the Relationship of Radiation Dose Exposed to the Length of Esophagus and Weight Loss in Patients with NSCLC
Ellerbrock, Malte	Fractionation considerations in jointly optimized photon–carbon ion treatment plans
Elshaikh, Mohamed	On the impact of the training dataset on a deep fully convolutional neural network (DFCNN) for automatic segmentation of the prostate gland on CT images Deep Prostate MRI Image Understanding and Classification Based on Convolutional Neural Networks
Embriaco, Alessia	P155: FLUKA simulation of target fragmentation in Protontherapy
Emfietzoglou, Dimitris	Electron track structure simulations in a gold nanoparticle using Geant4-DNA
Eom, Keun-Yong	P143: Comparison of dosimetric and radiobiological parameters on the different VMAT techniques for left-sided breast cancer
Eppinga, Wietse	Exploration of methods for online plan adaptation on the 1.5T MR-linac
Eriksson, Markus	Monte Carlo x-ray tube simulation for CBCT: A statistical analysis of the photon distribution components
Erven, Tania	P052: Pitfalls and lessons of in-house software development learned from developing PlanChecker: a tool for automated quality control of radiotherapy plan transfer from the planning system to the R&V system
Esfahani, Mahbod	P142: Assessment of radiation-induced second cancer risks in radiated organs after (3D-CRT) radiotherapy in breast cancer using (by) BEIR VII radiobiological model P055: Evaluation of Dose Calculation Algorithms accuracy for Eclipse, PCRT and Monaco Treatment Planning Systems Using IAEA TPS commissioning in Heterogeneous Phantom
Estall, Vanessa	Multiparametric MRI assessment of gross tumour volume and hippocampal changes over the course of brain cancer radiotherapy
Etxebeste, Ane	A dedicated Gate versatile module for Compton camera imaging
Everitt, Sarah	Dose calculation on upright cone beam CT
Evison, Felicity	PROPEL, a multi-centre data collection system for radiotherapy analysis
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Faccini, Riccardo	Interfacing a nuclear interaction model (BLOB) with Geant4 P025: Filoblu: Sentiment Analysis Application to Doctor-Patient Interactions Preliminary results in using Deep Learning to emulate BLOB, a nuclear interaction model P022: Study of machine learning application for Tomotherapy Delivery Quality Assurance: evaluation of plan machine performances
Faddegon, Bruce	First experimental demonstration of ion-therapy planning that combines a clinical biological model with ionization detail Recent improvements in TOPAS-nBio for the efficient simulation of water radiolysis G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment A parameter study of chemistry simulation for DNA damage after proton irradiation with TOPAS-nBio Monte Carlo track structure simulation study of the effect of radiation on neurons and their glial cells MCMA Rising Stars 5: Cellular response to proton irradiation: a simulation study with TOPAS-nBio The TOPAS Tool for Particle Simulation: A flexible tool for Monte Carlo particle transport simulations
Faivre-Finn, Corinne	ICCR Rising Stars 6: Optimising methodology for 4DCT radiomic feature extraction to predict distant failure in NSCLC patients treated with SBRT Prognostication of vascular calcification identified in 4DCT of lung cancer treated with stereotactic body radiation therapy Highlight talk: Clinical application of big data research: Towards a practical implementation of rapid learning for radiotherapy optimization P079: Bayesian network structure for predicting two-year survival in patients diagnosed with lung cancer
Faller, Friderike K.	P075: Dosimetric calibration and validation of spectral CT-based stopping power prediction for particle therapy planning
Famulari, Gabriel	A microdosimetric analysis of the interactions of mono-energetic neutrons with human tissue Monte Carlo dosimetry of a custom-made 169Yb source for intensity modulated brachytherapy
Fanning, Hilary	PROPEL, a multi-centre data collection system for radiotherapy analysis
Farman, Bardia	Development and association of new metrics of dose and image quality for optimizing protocols in CT imaging
Fast, Martin	Hybrid 2D/4D MRI for motion management in liver radiotherapy
Fatemi, Setareh	Monte Carlo study of the mixed neutron and photon background in an aBNCT treatment room
Fatyga, Mirek	Modeling of acute rectal toxicity to compare two patient positioning methods for prostate cancer radiotherapy. Can toxicity modeling be used for quality assurance? P098: High doses to the heart affect overall survival in stage III lung cancer patients treated with conventionally fractionated radiation therapy.
Fatyga, Mirek	P023: From research to treatment: how powerful, complex algorithms become a comprehensive clinical application for proton therapy
Faucher-Courchesne, Christophe	P030: JAWS3D – A 3D dose visualization software for dental application
Faustino, Maria Joselle	P087: Feature based quality assurance of image segmentation for clinical trials
Fave, Xenia	The impact of widespread clinical adoption of knowledge-based planning on treatment plan quality and variability
Fedon,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment
Fedorov, Andrey	FAIR-Radiomics Infrastructure
Feng, Xue	Improving accuracy and robustness of deep convolutional neural network based thoracic OAR segmentation by training with data from local institution P089: Automatic thoracic OAR segmentation from CT scans using patient-specific deep convolutional neural networks
Feoli, Chiara	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
Ferguson, Dianne	P147: A fast method for image simulation of electronic portal imaging devices (EPIDs) Fast simulation of megavoltage images using multi-layered detector model A Monte Carlo study of the impact of phantom electron termination on EPID image quality and simulation time
Fernandez-Varea, Jose-Maria	Quantifying differences between theoretical models in calculations of Compton mass energy-transfer coefficients
Fernández-Maza, Laura	P151: Feasibility study of the use of nanoparticles as theranostic agent in Radiotherapy.
Ferrand, Régis	P062: Automated characterisation of continuous portal imaging of radiotherapy FFF beams for SBRT verification
Ferrari, Alfredo	The BIANCA model and its application for RBE predictions along hadrontherapy beams
Fetty, Lukas	P004: Evaluating different generator networks of a conditional generative adversarial network for MR-CT synthesis
Fick, Peter	P019: Implementation of machine learning models in clinical practice
Field, Matthew	Modern mapping of local data for international distributed learning P036: Radiomics model of overall survival from non-small lung cancer using a distributed learning platform
Fijten, Rianne	P034: “Distributed Radiomics” - a signature validation study using a Personal Health Train infrastructure P019: Implementation of machine learning models in clinical practice P035: Learning from scanners: noise reduction and feature correction in Radiomics
Filion, Edith	Automated segmentation of pulmonary fibrosis on CT images for radiation therapy applications
Filipek, Mateusz	Modeling of chromosome aberrations after combined exposure to X-rays and alpha particles Modeling of time and spatial evolution of cell nuclear foci induced by mixed radiation (X and alpha)
Filipek, Mateusz	DNA damage in cancer cells exposed to beta radiation measured experimentally and modeled in Monte Carlo simulations
Fiset, Sandra	Highlight talk: Radiomics in Magnetic Resonance Imaging of cervix cancer patients: the need of harmonization and standardization
Fix, M.K.	Measurement and simulation of clinical electron beams in magnetic fields: considerations for MR-guided electron beam therapy Extending EGSnrc with a Sum Over Paths Algorithm for Simulations of X-ray Grating Interferometry Modules P011: Evaluation of potential dosimetric benefits for dynamic trajectory radiotherapy compared to VMAT
Foley, Kieran	P102: A Prediction Model Incorporating PET Radiomics for Lymph Node Metastases in Esophageal Cancer Patients
Folger, Gunter	Validation of Geant4 fragmentation models for therapeutic 4He ion beams
Folkert, Michael	Predicting distant failure after radiotherapy in cervix cancer via automated multi-objective model
Folkerts, Michael	Radiotherapy Dose Prediction with Physician Desired Trade-offs
Foltz, Warren	Highlight talk: Radiomics in Magnetic Resonance Imaging of cervix cancer patients: the need of harmonization and standardization
Fontana, Mattia	A dedicated Gate versatile module for Compton camera imaging
Fontenla, Sandra	P037: Radiomics-based random forest classifier for detecting dental artifacts in CT
Formicola, Emilia	GEANT4 Monte Carlo simulations for virtual clinical trials in X-ray breast imaging
Fragoso Negrin, Jose Alejandro	P163: A Monte Carlo study on the possibility of using bremsstrahlung and gamma emissions to determine seed positions in diffusing alpha-emitter radiation therapy using a gamma camera
Fragoso Negrín, Jose Alejandro	MCMA Rising Stars 7: Benchmarking a GATE/Geant4 Monte Carlo model to support treatment planning towards MRI guided ion beam therapy
Franceries, Xavier	P051: Quality assurance based on portal imaging using artificial neural network methods for Varian and Elekta linacs P062: Automated characterisation of continuous portal imaging of radiotherapy FFF beams for SBRT verification
Francis, Kirby	P078: Streamlining the radiotherapy working environment with an in-house developed web application
Francis, Ziad	Modelling ionization and excitation cross sections of proton interaction with liquid water in Geant4-DNA above 100 MeV
Frei, Daniel	Extending EGSnrc with a Sum Over Paths Algorithm for Simulations of X-ray Grating Interferometry Modules P011: Evaluation of potential dosimetric benefits for dynamic trajectory radiotherapy compared to VMAT
Frezza, Andrea	Validation of a GPU-based Monte Carlo internal dosimetry framework for 177Lu radionuclide therapy
Friedland, Werner	DNA damage in cancer cells exposed to beta radiation measured experimentally and modeled in Monte Carlo simulations Modeling of chromosome aberrations after combined exposure to X-rays and alpha particles Modeling of time and spatial evolution of cell nuclear foci induced by mixed radiation (X and alpha)
Frlez, Emil	Minimizing lymphocyte loss following radiation therapy treatments: machine learning approach
Fréchette, Nicolas	Automated segmentation of pulmonary fibrosis on CT images for radiation therapy applications
Fu, Howard	Stepping-in segmentation of cardiac substructures with deep learning
Fuchs, Hermann	MCMA Rising Stars 7: Benchmarking a GATE/Geant4 Monte Carlo model to support treatment planning towards MRI guided ion beam therapy P132: An automated computer assisted beam modelling tool for scanned proton beam therapy P004: Evaluating different generator networks of a conditional generative adversarial network for MR-CT synthesis
Fueglistaller, Rony	P147: A fast method for image simulation of electronic portal imaging devices (EPIDs) Fast simulation of megavoltage images using multi-layered detector model A Monte Carlo study of the impact of phantom electron termination on EPID image quality and simulation time
Fujii, Fumitake	P008: Automated lung tumour detection in colour fluoroscopic images based on a deep learning for real-time tumour tracking radiotherapy
Fuller, Clifton David	Transfer learning from CT to MRI: auto-segmentation of the parotid glands using a deep convolutional neural network approach
Furenlid, Lars R.	Investigation of keel versus knife edge pinhole profiles for a next-generation SPECT system dedicated to clinical brain imaging
Furtado, Hugo	P004: Evaluating different generator networks of a conditional generative adversarial network for MR-CT synthesis
G
Gajewski, Jan	Development and applications of GPU-accelerated Monte Carlo code FRED for particle therapy
Galkin, Mikhail	P084: Clinical evaluation of deep learning methods for brain tumor contouring
Gallardo, M. Isabel	Modelling ionization and excitation cross sections of proton interaction with liquid water in Geant4-DNA above 100 MeV
Gans, Nicholas	A Monte-Carlo Tree Game for Beam Orientation Optimization
Garbacz, Magdalena	Development and applications of GPU-accelerated Monte Carlo code FRED for particle therapy
Garcia-Hernandez, Juan-Carlos	Implementation of pseudo-deterministic transport in a Monte Carlo code for out of field dose calculation Monte Carlo-based software for imaging dose calculations in IGRT Development and association of new metrics of dose and image quality for optimizing protocols in CT imaging Ines: a portable and parallel Monte-Carlo simulation code of class II for electromagnetic showers
Gardner, Stephen	On the impact of the training dataset on a deep fully convolutional neural network (DFCNN) for automatic segmentation of the prostate gland on CT images Highlight talk: On the development of an AI based Incident Learning Framework for Clinical Workflow
Garnier, Eloise	Development and association of new metrics of dose and image quality for optimizing protocols in CT imaging
Gałecki, Maciej	DNA damage in cancer cells exposed to beta radiation measured experimentally and modeled in Monte Carlo simulations Modeling of chromosome aberrations after combined exposure to X-rays and alpha particles Modeling of time and spatial evolution of cell nuclear foci induced by mixed radiation (X and alpha)
Geady, Caryn	P032: Bridging the gap between micro- and macro-scales in medical imaging with textural analysis – a biological basis for CT radiomics classifiers?
Geets, Xavier	Generation of synthetic CT images for MRI-only proton therapy treatment planning using deep learning Three-Dimensional Dose Prediction for Lung IMRT Patients with Variable Beam Configuration using Deep Neural Networks
Gempp, Stephanie	Monte Carlo-based software for imaging dose calculations in IGRT
Gempp, Stephanie	Development and association of new metrics of dose and image quality for optimizing protocols in CT imaging
Gendreau, Michel	Integrating DVH criteria into a column generation algorithm for VMAT
Geng, Huaizhi	Stepping-in segmentation of cardiac substructures with deep learning
Georg, Dietmar	P004: Evaluating different generator networks of a conditional generative adversarial network for MR-CT synthesis
Georg, Dietmar	MCMA Rising Stars 7: Benchmarking a GATE/Geant4 Monte Carlo model to support treatment planning towards MRI guided ion beam therapy P132: An automated computer assisted beam modelling tool for scanned proton beam therapy
Gete, Ermias	A full Monte Carlo inverse planning algorithm for trajectory-based VMAT with simultaneous couch and gantry rotation
Geurts, Mark	P049: Implementation of an independent three dimensional dose calculation to streamline Tomotherapy delivery verification using on board exit detector
Ghafoor, Qamar	PROPEL, a multi-centre data collection system for radiotherapy analysis
Ghanem, Ahmed	P041: Radiomics analysis of lymph nodes for prediction of extracapsular nodal extension from CT images in head and neck cancers Radiomics analysis for classification of head and neck cancers human papilloma virus status
Ghareeb, Firass	P131: Estimating Dose from Radiotherapy Treatments in the Vicinity of a Cardiac Pacemaker using Monte Carlo simulations
Ghasemi, Behjat	P124: Investigating and measuring the effect of nano diamond on radiation shields
Gholami, Somayah	P055: Evaluation of Dose Calculation Algorithms accuracy for Eclipse, PCRT and Monaco Treatment Planning Systems Using IAEA TPS commissioning in Heterogeneous Phantom
Gholampourkashi, Sara	Validation of 4D Monte Carlo dose calculations using a programmable deformable lung phantom
Ghosh, Preetam	Infrastructure for a Radiation Oncology Quality Surveillance Program Health Information Gateway and Exchange (HINGE): Realizing the potential of Big data in Radiation Oncology Rule-based pattern matching and text extraction from radiotherapy clinical notes: is there a match?
Giagu, Stefano Giagu	P025: Filoblu: Sentiment Analysis Application to Doctor-Patient Interactions Preliminary results in using Deep Learning to emulate BLOB, a nuclear interaction model P022: Study of machine learning application for Tomotherapy Delivery Quality Assurance: evaluation of plan machine performances
Giandini, Tommaso	Introducing information on gut microbiota into toxicity modelling: preliminary results from a clinical trial
Giger, Alina	ICCR Rising Stars 5: Liver-ultrasound based motion model for lung tumour tracking in PBS proton therapy
Gigliuto, Cinzia	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
Gilroy, Stephen	P021: Validation of forward projected EPID transit dosimetry for In Vivo dosimetry in an automated workflow & evaluation of initial patient data
Giske, Kristina	Articulated Skeleton Model Meets Iterative Registration Process to Reliably Detect Posture Changes of Head and Neck Cancer Patients
Givehchi, Nasim	Highlight talk: Deep Learning Model for Markerless Tracking in Spinal SBRT
Givehchi, Nasim	Intra-Fraction SBRT Dose Calculation for Pancreas Cancer
Gladwish, Adam	Highlight talk: Radiomics in Magnetic Resonance Imaging of cervix cancer patients: the need of harmonization and standardization
Golanov, Andrey	P084: Clinical evaluation of deep learning methods for brain tumor contouring
Gong, Chunhui	Monte Carlo study of the mixed neutron and photon background in an aBNCT treatment room
Gonzalez, Patrick	P018: Data driven plan QA to support large scale automation and adaptation
Gonzalez, Wilfredo	Dosimetry to guide the preclinical studies in Minibeam Radiation Therapy at a conventional irradiator: tools and an in vivo proof of concept.
Gonzalez, Yesenia	AutoBrachy: an Automated Treatment Planning, Quality Assurance and Documentation System for High-Dose-Rate Brachytherapy of Gynecological Cancer Sigmoid Segmentation via a Human-Like Deep Learning Approach Deep-learning based Automatic Digitization of Interstitial Needles in High Dose-rate Brachytherapy Intelligent Parameter Tuning for Iterative CT Reconstruction Via Quality-guided Deep Reinforcement Learning P002: Virtual Treatment Planner for Radiation Therapy via Deep Reinforcement Learning
Goodwin, Edmund	P017: Automated Checking Of Adaptive Treatments for Elekta Unity MR-Linac
Goozee, Gary	P052: Pitfalls and lessons of in-house software development learned from developing PlanChecker: a tool for automated quality control of radiotherapy plan transfer from the planning system to the R&V system P060: A dashboard to monitor Quality Check List items in MOSAIQ
Gorgisyan, Jenny	MCMA Rising Stars 6: Anatomical changes vs. calculation approximations: Which causes larger dose distortions for proton therapy patients?
Gorissen, Bram	Linear optimization can efficiently determine optimal radiation therapy plans
Gottwald, Jennifer	P160: Physics-based scatter correction for quantitative PET imaging of hypoxia
Grassberger, Clemens	ICCR Rising Stars 3: Modeling Radiation Dose to Circulating Lymphocytes for different radiotherapy modalities
Green, Andrew	Transfer Learning for Sarcopenia Segmentation P026: Comparing two web platforms for uncertainty simulation of external beam radiotherapy Modelling the effect of time varying organ deformations in head and neck cancer using a PCA model
Green, Stuart	PROPEL, a multi-centre data collection system for radiotherapy analysis A New Prompt Gamma-Ray Detection System for 3D Range Verification in Proton Beam Therapy Simulations of a collimated photon beam for minibeam radiotherapy
Grevillot, Loic	P132: An automated computer assisted beam modelling tool for scanned proton beam therapy
Griffith, Brent	Hand-Crafted Radiomic Features Predict GBM Patient-Specific Survival
Gräfe, James	P128: Monto Carlo simulation of radioactive cement for bone brachytherapy
Gschwind, Regine	P056: Computing IMRT dose distributions using artificial intelligence
Gu, Xuejun	Inverse Planning without Optimization BI-RADS Features Oriented Semi-supervised Deep Learning for Breast Ultrasound Computer-Aided Diagnosis P091: Line of Response (LOR)-based real-time tumor tracking for emission-guided radiotherapy
Guardiola, Consuelo	Dosimetry to guide the preclinical studies in Minibeam Radiation Therapy at a conventional irradiator: tools and an in vivo proof of concept.
Guatelli,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment Electron track structure simulations in a gold nanoparticle using Geant4-DNA P123: Status of the GEANT4 Advanced Examples for medical physics applications
Guatelli, Susanna	Validation of Geant4 fragmentation models for therapeutic 4He ion beams
Guatelli, Susanna	The use of Monte Carlo Methods in Microdosimetry
Guillen, Marcos	gPET: An efficient and accurate simulation tool for PET via GPU-based Monte Carlo
Guo, Bingqi	P086: Head and Neck Deformable Registration by Physical Modeling of Patient Posture Change
Guo, Kaiming	P202: Hybrid Approach to Estimate Patient Multiply Scattered Energy Fluence into an Electronic Portal Imaging Device (EPID)
Guo, Yue	Understanding the influence of spatial radiation dose patterns on xerostomia: what they might be telling us. The feasibility of outcome-based treatment planning strategy to improve xerostomia symptom in head and neck cancer patients Voxel dose pattern for dysphagia among head and neck cancer patients receiving definitive radiotherapy
Gurney-Champion, Oliver	Transfer learning from CT to MRI: auto-segmentation of the parotid glands using a deep convolutional neural network approach
H
H. Schwab, Joseph	Using Deep Learning Algorithm to Extract Tumour Information from Pathology and Surgical Notes of Chondrosarcoma Patients
Haas, Benjamin	Deformable Image Registration using Structure Guidance for Dose Accumulation
Habib Geryes, Bouchra	Development and association of new metrics of dose and image quality for optimizing protocols in CT imaging
Hackett, Sara	Exploration of methods for online plan adaptation on the 1.5T MR-linac
Hagan, Michael	P016: How VHA’s Radiotherapy Incident Reporting and Analysis System (RIRAS) is making an impact on the quality and safety of radiotherapy?
Hagan, Michael	Infrastructure for a Radiation Oncology Quality Surveillance Program Health Information Gateway and Exchange (HINGE): Realizing the potential of Big data in Radiation Oncology Rule-based pattern matching and text extraction from radiotherapy clinical notes: is there a match?
Hagner, Andreas	P096: Experimental validation of an MLC tracking treatment simulator with dose reconstruction
Hakala, Mikko	Highlight talk: Using Federated Data Sources and Varian Learning Portal Framework to Train Neural Network for Automatic Organ Segmentation
Haldbo-Classen, Lene	P083: Evaluation of MRI atlas-based automatic segmentations for organs at risk in the brain
Hales, Russell	Exploring the Relationship of Radiation Dose Exposed to the Length of Esophagus and Weight Loss in Patients with NSCLC
Halfman, Matt	Cloud based Monte Carlo independent dose calculation tool for Varian Linacs
Hammi, Abdelkhalek	ICCR Rising Stars 3: Modeling Radiation Dose to Circulating Lymphocytes for different radiotherapy modalities
Han, Kathy	Highlight talk: Radiomics in Magnetic Resonance Imaging of cervix cancer patients: the need of harmonization and standardization
Han, Peijin	Understanding the influence of spatial radiation dose patterns on xerostomia: what they might be telling us. The feasibility of outcome-based treatment planning strategy to improve xerostomia symptom in head and neck cancer patients Exploring the Relationship of Radiation Dose Exposed to the Length of Esophagus and Weight Loss in Patients with NSCLC Voxel dose pattern for dysphagia among head and neck cancer patients receiving definitive radiotherapy
Hannan, Raquibul	Highlight talk: Using a Bayesian neural network approximation to quantify the uncertainty in segmentation prediction on prostate cancer
Hansen, David	CBCT image correction with a Unet trained on 2D slices and 3D patches
Hansen, Rune	P096: Experimental validation of an MLC tracking treatment simulator with dose reconstruction
Hardcastle, Nicholas	Dose calculation on upright cone beam CT
Harris, Thomas	P147: A fast method for image simulation of electronic portal imaging devices (EPIDs) Fast simulation of megavoltage images using multi-layered detector model A Monte Carlo study of the impact of phantom electron termination on EPID image quality and simulation time
Harrison, Karl	Use of a 3D generative adversarial network to create synthetic-CT for MRI-based radiation therapy
Harroun, Thad	Testing the effect of linac drift on QA protocols with a multi-energy MC simulation
Hashimoto, Mitsumasa	P153: Monte Carlo simulation of myocardial perfusion single-photon emission computed tomography for texture analysis
Hassani, Mohssen	P142: Assessment of radiation-induced second cancer risks in radiated organs after (3D-CRT) radiotherapy in breast cancer using (by) BEIR VII radiobiological model P055: Evaluation of Dose Calculation Algorithms accuracy for Eclipse, PCRT and Monaco Treatment Planning Systems Using IAEA TPS commissioning in Heterogeneous Phantom
Hatt, Mathieu	Radiomics harmonization in radiation oncology
Hattangadi-Gluth, Jona	Tracking bladder surface dose during radiotherapy for prostate cancers
Hau, Eric	P036: Radiomics model of overall survival from non-small lung cancer using a distributed learning platform
Haughey, Aisling	P021: Validation of forward projected EPID transit dosimetry for In Vivo dosimetry in an automated workflow & evaluation of initial patient data
Hauswald, Henrik	Fractionation considerations in jointly optimized photon–carbon ion treatment plans
Hawkes, David	In silico validation of motion-including dose reconstruction for MR-guided lung SBRT using a patient specific motion model Respiratory motion models built using MR-derived signals and different amounts of MR image data from multi-slice acquisitions
Haworth, Annette	P067: Detection and characterisation of prostate cancer from multiparametric MRI using machine learning techniques for focal radiotherapy
Heath, Emily	Dynamic model-based dosimetry of permanent implant brachytherapy Validation of 4D Monte Carlo dose calculations using a programmable deformable lung phantom
Heijmen, Ben	Automatic parameter tuning of an algorithm for fast automated Pareto-optimal treatment plan generation A novel system for fast and fully automated multi-criterial treatment planning for cervical cancer HDR brachytherapy P077: Multi-criterial MLC segmentation to minimize plan quality loss P013: Fully automated multi-criterial beam angle selection to drastically reduce the number of non-coplanar beams in prostate SBRT
Heilemann, Gerd	P004: Evaluating different generator networks of a conditional generative adversarial network for MR-CT synthesis
Held, Kathryn	Recent improvements in TOPAS-nBio for the efficient simulation of water radiolysis A parameter study of chemistry simulation for DNA damage after proton irradiation with TOPAS-nBio Monte Carlo track structure simulation study of the effect of radiation on neurons and their glial cells MCMA Rising Stars 5: Cellular response to proton irradiation: a simulation study with TOPAS-nBio
Hemmatazad, Hossein	P011: Evaluation of potential dosimetric benefits for dynamic trajectory radiotherapy compared to VMAT
Henderson, Edward	Modelling the effect of time varying organ deformations in head and neck cancer using a PCA model
Hendriks, Tim	P019: Implementation of machine learning models in clinical practice
Heng, Veng Jean	Large-scale dosimetric comparison of Ray Tracing and Monte Carlo recalculated doses for lung robotic SBRT plan
Hennig, Philipp	Highlight talk: Confidence constraints for probabilistic radiotherapy treatment planning ICCR Rising Stars 1: Closed-form modeling of biological uncertainties in carbon ion therapy
Hernandez, Andrew M	GEANT4 Monte Carlo simulations for virtual clinical trials in X-ray breast imaging
Hernández, Guillermo Garrido	P158: Dose perturbation effect of titanium cranial implants in proton beam therapy.
Hes, Jochem	Exploration of methods for online plan adaptation on the 1.5T MR-linac
Heyes, Geoff	PROPEL, a multi-centre data collection system for radiotherapy analysis
Hierso, Eric	Treatment plan evaluation in proton minibeam radiation therapy
Hild, Sebastian	The impact of widespread clinical adoption of knowledge-based planning on treatment plan quality and variability
Hill, Paul	P058: Using Eclipse Scripting To Improve Radiotherapy Treatment Plan Quality and Planning Workflow Efficiency
Himstedt, Marian	Deformable Image Registration using Structure Guidance for Dose Accumulation
Hin, Brian	Transfer learning from CT to MRI: auto-segmentation of the parotid glands using a deep convolutional neural network approach
Hiraoka, Masahiro	P145: Development of kV X-ray imaging dose calculation system for image guided radiation therapy
Hirayama, Hideo	P125: Comparison of simulations by EGS5 and PENELOPE 2014 P139: Parallel Monte Carlo implementation of EGS5 with MPI (EGS5-MPI) for large-scale radiation transport simulation
Hissoiny, Sami	Practical considerations for Monte Carlo simulations in a magnetic field for treatment planning software
Hoff, Jeffrey	Exploring the Relationship of Radiation Dose Exposed to the Length of Esophagus and Weight Loss in Patients with NSCLC
Holloway, Lois	P049: Implementation of an independent three dimensional dose calculation to streamline Tomotherapy delivery verification using on board exit detector
Holloway, Lois	Multiparametric MRI assessment of gross tumour volume and hippocampal changes over the course of brain cancer radiotherapy P094: An automated, quantitative and patient specific quality assurance tool for evaluation of deformable image registration in clinical head and neck cases P052: Pitfalls and lessons of in-house software development learned from developing PlanChecker: a tool for automated quality control of radiotherapy plan transfer from the planning system to the R&V system P036: Radiomics model of overall survival from non-small lung cancer using a distributed learning platform P087: Feature based quality assurance of image segmentation for clinical trials P060: A dashboard to monitor Quality Check List items in MOSAIQ
Holloway, Stacey	Predicting inter-fractional anatomical change in head and neck cancer patients using diffeomorphic image registration
Holm, Åsa	Probabilistic optimization of the percentile dosage for cervix patients
Holmström, Mats	Fully automated treatment planning of deliverable VMAT by machine learning dose prediction and mimicking optimization in HNC
Honegger, Jonas	Deformable Image Registration using Structure Guidance for Dose Accumulation
Hong, Linda	Automated Treatment Planning using Expedited Constrained Hierarchical Optimization: Plan quality and performance enhancements
Hoole, Andrew	Use of a 3D generative adversarial network to create synthetic-CT for MRI-based radiation therapy
Hoover, Douglas	A fast inverse direct aperture optimization algorithm for volume-modulated arc therapy
Hope, Andrew	Comparison of machine learning algorithms to predict lymph nodes in oral cavity squamous cell carcinoma Machine learning helps identifying relations and potential biases in radiomics-based prediction models
Hopper, Austin	Tracking bladder surface dose during radiotherapy for prostate cancers
Hosni, Ali	Comparison of machine learning algorithms to predict lymph nodes in oral cavity squamous cell carcinoma Machine learning helps identifying relations and potential biases in radiomics-based prediction models
Hosny, Ahmed	FAIR-Radiomics Infrastructure
Hossain, Md Abu Sahadat	P040: Patient Specific Quality Assurance (QA): Case of Cervical Cancer using Electronic Portal Imaging Device (EPID) and Matrix
Hossain, Shahadat	P140: A Hybrid IMRT Technique for Treatment of Breast Cancer: A Dosimetric Study
Houben, Ruud	P019: Implementation of machine learning models in clinical practice
Howard, Helen	PROPEL, a multi-centre data collection system for radiotherapy analysis
Howard, Thaddeus	Monte Carlo modelling of orthovoltage irradiators for radiobiology research – the impact of insufficient backscatter material
Hoyle, Ben	CBCT image correction with a Unet trained on 2D slices and 3D patches
Hu, Yue-Houng	P147: A fast method for image simulation of electronic portal imaging devices (EPIDs)
Huang, Vicky	P038: Validation of a Radiomic Feature Extraction Module in DICOMautomaton
Huang, Xiaokun	U-net based deformation vector field estimation for motion-compensated 4D-CBCT reconstruction
Huber, Pascal	P147: A fast method for image simulation of electronic portal imaging devices (EPIDs) Fast simulation of megavoltage images using multi-layered detector model A Monte Carlo study of the impact of phantom electron termination on EPID image quality and simulation time
Hughes, Kevin S.	Using Deep Learning Algorithm to Extract Tumour Information from Pathology and Surgical Notes of Chondrosarcoma Patients
Hung, Shih-Hao	P003: Deep learning-based reconstruction-aware sinogram denoising for low dose CT
Hunt, Margie A.	Automated Treatment Planning using Expedited Constrained Hierarchical Optimization: Plan quality and performance enhancements
Huntzinger, Calvin	IAEA-AAPM TRS483 based reference dosimetry for the new biology guided radiotherapy system
Hurd, Gavin	Dynamic model-based dosimetry of permanent implant brachytherapy
Hussein, Mohammad	P071: Current status of the clinical use, commissioning and QA of Deformable Image Registration in UK radiotherapy centres
Hyun Joon, Choi	P135: Development of a TOPAS-based independent dose assessment system for pencil beam scanning in proton therapy
I
Iizuka, Yusuke	P145: Development of kV X-ray imaging dose calculation system for image guided radiation therapy
Ilic, Radovan	P130: Monte Carlo dosimetry for brachytherapy of cervical cancer
Incerti,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment Electron track structure simulations in a gold nanoparticle using Geant4-DNA P123: Status of the GEANT4 Advanced Examples for medical physics applications
Incerti, Sébastien	Modelling ionization and excitation cross sections of proton interaction with liquid water in Geant4-DNA above 100 MeV Validation of Geant4 fragmentation models for therapeutic 4He ion beams
Interian, Yannet	P081: Deep Learning, Medical Physics and Cargo Cult Science.
Intven, Martijn	Exploration of methods for online plan adaptation on the 1.5T MR-linac
Ishihara, Yoshitomo	P145: Development of kV X-ray imaging dose calculation system for image guided radiation therapy
Ito, Toshimune	P153: Monte Carlo simulation of myocardial perfusion single-photon emission computed tomography for texture analysis
Ivanchencko,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment Electron track structure simulations in a gold nanoparticle using Geant4-DNA Validation of Geant4 fragmentation models for therapeutic 4He ion beams
Iyer, Aditi	CERR’s Model Implementation Library for sharing radiomics and image segmentation models P037: Radiomics-based random forest classifier for detecting dental artifacts in CT
Izumi, Tadahide	Monte Carlo modelling of orthovoltage irradiators for radiobiology research – the impact of insufficient backscatter material
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Jabbari, Keyvan	P015: Collision Detection of the Versa HD for ESAPI using Bullet Physics
Jacob, Joseph	Objective CT-based imaging biomarkers to quantify the evolution of radiation-induced lung damage
Jacobson, Matthew	P147: A fast method for image simulation of electronic portal imaging devices (EPIDs) Fast simulation of megavoltage images using multi-layered detector model A Monte Carlo study of the impact of phantom electron termination on EPID image quality and simulation time
Jaffray, David	ICCR Rising Stars 2: Generalized Feature Analysis for Radiotherapy Application to Head and Neck Outcome Predictions Comparison of machine learning algorithms to predict lymph nodes in oral cavity squamous cell carcinoma Towards Machine Learning Health Systems – from Big Data to the Big Machine Highlight talk: Radiomics in Magnetic Resonance Imaging of cervix cancer patients: the need of harmonization and standardization Monte Carlo x-ray tube simulation for CBCT: A statistical analysis of the photon distribution components Machine learning helps identifying relations and potential biases in radiomics-based prediction models P160: Physics-based scatter correction for quantitative PET imaging of hypoxia P032: Bridging the gap between micro- and macro-scales in medical imaging with textural analysis – a biological basis for CT radiomics classifiers?
Jagtap, Amol	P119: Investigation of energy dependence of different layers of RTQA2 film over EBT2 film using Monte Carlo simulation
Jameson, Michael	Multiparametric MRI assessment of gross tumour volume and hippocampal changes over the course of brain cancer radiotherapy P094: An automated, quantitative and patient specific quality assurance tool for evaluation of deformable image registration in clinical head and neck cases P087: Feature based quality assurance of image segmentation for clinical trials P060: A dashboard to monitor Quality Check List items in MOSAIQ
Janssen, Tomas	P018: Data driven plan QA to support large scale automation and adaptation
Janssens, G.	A Novel Automated Clinical Proton Therapy Patient Quality Assurance via Monte Carlo Simulations and Treatment Log Files
Jarhall Geetanjli, Agnes	MCMA Rising Stars 6: Anatomical changes vs. calculation approximations: Which causes larger dose distortions for proton therapy patients?
Jena, Raj	Use of a 3D generative adversarial network to create synthetic-CT for MRI-based radiation therapy
Jennings, Matthew	P107: Improving development practice for creating and maintaining clinical, in-house developed software tools.
Jennings, Matthew	Open source tools for converting 40 ms resolution trf Elekta log files into DICOM RT Plan format for log file-derived dose reconstruction
Jeremic, Marija	P130: Monte Carlo dosimetry for brachytherapy of cervical cancer
Jha, Ashish	Using Artificial Intelligence and Radiomics to support cancer care decisions
Jia, Xun	Intensity Modulated Small Animal Radiotherapy Treatment Planning using a Movable Rectangular Collimator AutoBrachy: an Automated Treatment Planning, Quality Assurance and Documentation System for High-Dose-Rate Brachytherapy of Gynecological Cancer Sigmoid Segmentation via a Human-Like Deep Learning Approach Deep-learning based Automatic Digitization of Interstitial Needles in High Dose-rate Brachytherapy Highlight talk: Real-time generation of Pareto 3D dose distributions for radiotherapy Intelligent Parameter Tuning for Iterative CT Reconstruction Via Quality-guided Deep Reinforcement Learning P002: Virtual Treatment Planner for Radiation Therapy via Deep Reinforcement Learning P003: Deep learning-based reconstruction-aware sinogram denoising for low dose CT Radiotherapy Dose Prediction with Physician Desired Trade-offs gPET: An efficient and accurate simulation tool for PET via GPU-based Monte Carlo
Jiang, Steve	Inverse Planning without Optimization Highlight talk: Using a Bayesian neural network approximation to quantify the uncertainty in segmentation prediction on prostate cancer Generation of synthetic CT images for MRI-only proton therapy treatment planning using deep learning Highlight talk: Real-time generation of Pareto 3D dose distributions for radiotherapy Deep Learning Neural Network for Beam Orientation Optimization P010: A reinforcement learning application of Guided Monte Carlo Tree Search algorithm for beam orientation selection in radiation therapy P002: Virtual Treatment Planner for Radiation Therapy via Deep Reinforcement Learning P006: Automatic Labeling of OARs in Head-and-Neck Region using Non-local 3DResNet P080: Evaluation of Synthesized Computed Tomography (sCT) Generated from Cone-Beam Computed Tomography (CBCT) by Cycle Generative Adversarial Network (CycleGAN) P046: Improving proton dose calculation accuracy using deep learning P074: Improving treatment plan dose accuracy using a deep learning-based dose conversion scheme Generating Synthesized Computed Tomography (CT) from Cone-Beam Computed Tomography (CBCT) using Cycle Generative Adversarial Network (CycleGAN) for Adaptive Radiation Therapy Three-Dimensional Dose Prediction for Lung IMRT Patients with Variable Beam Configuration using Deep Neural Networks Deep learning based 3D dose prediction with a self-evolving training dataset Radiotherapy Dose Prediction with Physician Desired Trade-offs
Jiang, Steve	A Monte-Carlo Tree Game for Beam Orientation Optimization
Jiang, Wei	Understanding the influence of spatial radiation dose patterns on xerostomia: what they might be telling us. The feasibility of outcome-based treatment planning strategy to improve xerostomia symptom in head and neck cancer patients Voxel dose pattern for dysphagia among head and neck cancer patients receiving definitive radiotherapy
Jiménez-Ortega, Elisa	P151: Feasibility study of the use of nanoparticles as theranostic agent in Radiotherapy.
Jin, Mingwu	gPET: An efficient and accurate simulation tool for PET via GPU-based Monte Carlo
Jiwon, Jang	P135: Development of a TOPAS-based independent dose assessment system for pencil beam scanning in proton therapy
Joachim, Charles	Validation of a GPU accelerated Monte Carlo dose calculation algorithm for clinical use in brachytherapy Validation of a GPU-based Monte Carlo internal dosimetry framework for 177Lu radionuclide therapy
Jochems, Arthur	P079: Bayesian network structure for predicting two-year survival in patients diagnosed with lung cancer
Johansson, Adam	P093: Assessment of non-respiratory abdominal displacements using breathing-compensated 4D imaging of the gastrointestinal tract
Johns, Dewi	P116: Radiotherapy Dose calculation in Oesophageal Cancer: Comparison of Analytical and Monte Carlo Methods
Johnson, Ellis Lee	Cloud based Monte Carlo independent dose calculation tool for Varian Linacs
Johnson, Robert	P200: Understanding image artifacts for a prototype proton computed tomography scanner via Monte Carlo simulations
Johnson-Hart, Corinne	Highlight talk: Clinical application of big data research: Towards a practical implementation of rapid learning for radiotherapy optimization
Jong Hwi, Jeong	P135: Development of a TOPAS-based independent dose assessment system for pencil beam scanning in proton therapy
Joo, Mindy	P006: Automatic Labeling of OARs in Head-and-Neck Region using Non-local 3DResNet
Jordan, Petr	Highlight talk: Using Federated Data Sources and Varian Learning Portal Framework to Train Neural Network for Automatic Organ Segmentation Development of a self-supervised autoencoder for anatomic classification of 3D data sets Physics-Based Data Augmentation for Deep Learning Organ Segmentation
Josipovic, Mirjana	MCMA Rising Stars 6: Anatomical changes vs. calculation approximations: Which causes larger dose distortions for proton therapy patients?
Jovanovic, Aleksandra	P130: Monte Carlo dosimetry for brachytherapy of cervical cancer
Jud, Christoph	ICCR Rising Stars 5: Liver-ultrasound based motion model for lung tumour tracking in PBS proton therapy
Jung, Hyunuk	Sigmoid Segmentation via a Human-Like Deep Learning Approach Deep-learning based Automatic Digitization of Interstitial Needles in High Dose-rate Brachytherapy
Jung, In-Hye	P121: Optimization of target thickness on angular dose distributions of a truncated conical-shaped transmission type X-ray tube: A Monte Carlo simulation
Jung, Jae	P073: Automatic segmentation of cardiac structures using B-spline deformation in breast cancer radiotherapy
Jung, Sungmi	P099: Comparison of automated and pathologist assessment of radiation induced pulmonary fibrosis for Masson’s trichrome
Jutras, Jean-David	P092: Measuring Registration and Motion Uncertainties in Brain Fractionated Stereotactic Radiation Therapy Patients Treated on a 3DOF vs a 6DOF Couch: Does a New 6DOF Couch Justify Zero PTV Margins?
Jürgenliemk-Schulz, Ina	Exploration of methods for online plan adaptation on the 1.5T MR-linac
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Ka, Young Ran	P121: Optimization of target thickness on angular dose distributions of a truncated conical-shaped transmission type X-ray tube: A Monte Carlo simulation
Kabat, Christopher	P061: An Ideal Planning Assistant Application for Guidance in Radiation Treatment Planning
Kaderka, Robert	The impact of widespread clinical adoption of knowledge-based planning on treatment plan quality and variability
Kaiyum, Rohith	P085: Automated Generation of Optimization Structures for Treatment Planning in Eclipse using Python
Kajihara, Yuta	P008: Automated lung tumour detection in colour fluoroscopic images based on a deep learning for real-time tumour tracking radiotherapy
Kalendralis, Petros	CT-based Radiomics Predicting HPV Status in Head and Neck Squamous Cell Carcinoma Machine learning helps identifying relations and potential biases in radiomics-based prediction models P031: Mortality Risk Stratification Model based on Radiomic Features Only: Analysis of Public Open Access Head and Neck Cancer Data P034: “Distributed Radiomics” - a signature validation study using a Personal Health Train infrastructure P035: Learning from scanners: noise reduction and feature correction in Radiomics P102: A Prediction Model Incorporating PET Radiomics for Lymph Node Metastases in Esophageal Cancer Patients
Kalet, Alan	The use of ontology in automated extraction of clinical data for machine learning: A Bayesian network example
Kallehauge, Jesper Folsted	P158: Dose perturbation effect of titanium cranial implants in proton beam therapy. P083: Evaluation of MRI atlas-based automatic segmentations for organs at risk in the brain
Kalluri, Kesava	Investigation of keel versus knife edge pinhole profiles for a next-generation SPECT system dedicated to clinical brain imaging
Kamp, Florian	CBCT image correction with a Unet trained on 2D slices and 3D patches
Kang, Sang-Won	P201: Determination of Dosimetric Parameters for Vacuum-sealed Miniature X-ray Brachytherapy Tube P144: Development of Volumetric Independent Dose Calculation System for Adaptive Brachytherapy
Kang, Seong-Hee	P143: Comparison of dosimetric and radiobiological parameters on the different VMAT techniques for left-sided breast cancer
Kang, Shengwei	Treatment Planning and Delivery Verification for Pulsed Low Dose Rate Radiotherapy
Kapoor, Rishabh	Infrastructure for a Radiation Oncology Quality Surveillance Program Health Information Gateway and Exchange (HINGE): Realizing the potential of Big data in Radiation Oncology P016: How VHA’s Radiotherapy Incident Reporting and Analysis System (RIRAS) is making an impact on the quality and safety of radiotherapy? Rule-based pattern matching and text extraction from radiotherapy clinical notes: is there a match?
Karger, Christian	Impact of Gaussian uncertainty assumptions for probabilistic optimization considering range errors
Karimijeshni, Somayeh	P042: Dermatology Level Dermoscopy Skin Cancer Classification Using Deep Convolutional Neural Networks (DCNN) Algorithm
Karjalainen, Antti	Varian Dose Distribution Distance Metric: an improved gamma-analysis metric for comparing dose distributions
Karvat, Anand	P038: Validation of a Radiomic Feature Extraction Module in DICOMautomaton
Kaveckyte, Vaiva	MCMA Rising Stars 2: Intrinsic energy response of microDiamond detectors at kilovoltage energy photon beams
Kavousi, Nasibeh	P142: Assessment of radiation-induced second cancer risks in radiated organs after (3D-CRT) radiotherapy in breast cancer using (by) BEIR VII radiobiological model P055: Evaluation of Dose Calculation Algorithms accuracy for Eclipse, PCRT and Monaco Treatment Planning Systems Using IAEA TPS commissioning in Heterogeneous Phantom
Kawrakow, Iwan	Parallel Monte Carlo Implementations
Kayal, Gunjan	Modeling SPECT auto-contouring acquisition for 177Lu Molecular RadioTherapy (MRT) using new developments in GATE/ GEANT4
Kazemifar, Samaneh	Generation of synthetic CT images for MRI-only proton therapy treatment planning using deep learning
Kazmierski, Michal	Comparison of machine learning algorithms to predict lymph nodes in oral cavity squamous cell carcinoma Highlight talk: Radiomics in Magnetic Resonance Imaging of cervix cancer patients: the need of harmonization and standardization Machine learning helps identifying relations and potential biases in radiomics-based prediction models
Keall, P.J.	Measurement and simulation of clinical electron beams in magnetic fields: considerations for MR-guided electron beam therapy
Keijzer, Marleen	P077: Multi-criterial MLC segmentation to minimize plan quality loss
Keller, Harald	P032: Bridging the gap between micro- and macro-scales in medical imaging with textural analysis – a biological basis for CT radiomics classifiers?
Kennedy, Jason	ICCR Rising Stars 6: Optimising methodology for 4DCT radiomic feature extraction to predict distant failure in NSCLC patients treated with SBRT
Keranen, Wayne	Adapting the adaptive workflow using APIs, Events & Agents
Kerkmeijer, Linda	Exploration of methods for online plan adaptation on the 1.5T MR-linac
Kessler, Marc	Adapting the adaptive workflow using APIs, Events & Agents
Ketelhut, Steffen	Monte Carlo determination of chamber correction factors for medium energy X-ray beams between 50 and 300 kV
Khanna, Ruhani	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
Kierkels, Roel	Fully automated treatment planning of deliverable VMAT by machine learning dose prediction and mimicking optimization in HNC
Kiers, Karen	P018: Data driven plan QA to support large scale automation and adaptation
Kieselmann, Jennifer	Transfer learning from CT to MRI: auto-segmentation of the parotid glands using a deep convolutional neural network approach
Kiess, Ana	Voxel dose pattern for dysphagia among head and neck cancer patients receiving definitive radiotherapy
Kikuchi, Akihiro	P153: Monte Carlo simulation of myocardial perfusion single-photon emission computed tomography for texture analysis
Kildea, John	Educational Lecture: An Introduction to Patient-Reported Outcomes in Radiation Oncology Opening Remarks A microdosimetric analysis of the interactions of mono-energetic neutrons with human tissue P162: Generation of the response matrix of a passive nested neutron spectrometer system for use in radiotherapy environments A novel MLEM stopping criterion for unfolding neutron fluence spectra in radiotherapy P063: Feasibility of using Natural Language Processing to extract cancer pain score from clinical notes P064: Evaluation of analysis methods for dose monitoring in patients undergoing prostate radiotherapy Systematic Collection of Patient-Reported Outcomes and Patient Data Donation Big Data II - Panel Discussion
Kim, Hyoungnyoun	P045: Evaluation of the MR image-driven synthetic CT in prostate IMRT plans
Kim, In-Ah	P143: Comparison of dosimetric and radiobiological parameters on the different VMAT techniques for left-sided breast cancer
Kim, Jae-Sung	P143: Comparison of dosimetric and radiobiological parameters on the different VMAT techniques for left-sided breast cancer
Kim, Jason	Using Deep Learning Algorithm to Extract Tumour Information from Pathology and Surgical Notes of Chondrosarcoma Patients
Kim, Jung-In	P009: Evaluation of the modulation degrees in APBI IMRT plans P045: Evaluation of the MR image-driven synthetic CT in prostate IMRT plans
Kim, Jung-In	P129: Modular design of sealed source applicator using Monte Carlo simulation for brachytherapy
Kim, Kyeong-Hyeon	P201: Determination of Dosimetric Parameters for Vacuum-sealed Miniature X-ray Brachytherapy Tube
Kim, Kyeong-Hyeon	P144: Development of Volumetric Independent Dose Calculation System for Adaptive Brachytherapy
Kim, Megan	Infrastructure for a Radiation Oncology Quality Surveillance Program Health Information Gateway and Exchange (HINGE): Realizing the potential of Big data in Radiation Oncology
Kim, Si-Yong	P129: Modular design of sealed source applicator using Monte Carlo simulation for brachytherapy
King, Michael A.	Investigation of keel versus knife edge pinhole profiles for a next-generation SPECT system dedicated to clinical brain imaging
Kinuya, Seigo	P153: Monte Carlo simulation of myocardial perfusion single-photon emission computed tomography for texture analysis
Kirby, Neil	P141: Effects of varying statistical uncertainty using a Monte Carlo based treatment planning system P061: An Ideal Planning Assistant Application for Guidance in Radiation Treatment Planning
Kirihara, Yoichi	P125: Comparison of simulations by EGS5 and PENELOPE 2014
Klages, Peter	AutoBrachy: an Automated Treatment Planning, Quality Assurance and Documentation System for High-Dose-Rate Brachytherapy of Gynecological Cancer
Knopf, A.	A Novel Automated Clinical Proton Therapy Patient Quality Assurance via Monte Carlo Simulations and Treatment Log Files
Knopp, Rick	Tracking bladder surface dose during radiotherapy for prostate cancers
Kochakpour, Javad	P124: Investigating and measuring the effect of nano diamond on radiation shields
Koehl, Marius	Intra-Fraction SBRT Dose Calculation for Pancreas Cancer
Koetsveld, Folkert	P024: Dealing with large scale legacy code in a critical clinical infrastructure P018: Data driven plan QA to support large scale automation and adaptation
Koh, Eng-Siew	Multiparametric MRI assessment of gross tumour volume and hippocampal changes over the course of brain cancer radiotherapy
Kohli, Kirpal	P038: Validation of a Radiomic Feature Extraction Module in DICOMautomaton
Koi, Tatsumi	Validation of Geant4 fragmentation models for therapeutic 4He ion beams
Kokkonen, Petri	Varian Dose Distribution Distance Metric: an improved gamma-analysis metric for comparing dose distributions
Kolkman-Deurloo, Inger-Karine	A novel system for fast and fully automated multi-criterial treatment planning for cervical cancer HDR brachytherapy
Konijnenberg, Mark	P146: Calculation of cellular S-values for Polygonal Mesh models: The impact of a realistic cell representation
Konstantinov,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment
Kontaxis, Charis	Highlight talk: Fast automated IMRT optimization using deep-learned dose from a 2.5D generative adversarial network
Kooy, Hanne	CorTx-RT: Service Oriented Architecture for Radiation Oncology Informatics P113: The Functional Paradigm in RT Computing: Features & Realization DICOM-RT Ion interface to utilize Monte Carlo simulations in routine clinical workflow for proton pencil beam radiotherapy
Kopp, Benedikt	Fast dose Recalculation on GPU (FRoG) at the Heidelberg Ion-Beam Therapy Center
Korevaar, Erik	Fully automated treatment planning of deliverable VMAT by machine learning dose prediction and mimicking optimization in HNC
Korreman, Stine Sofia	P158: Dose perturbation effect of titanium cranial implants in proton beam therapy.
Korte, James	Dose calculation on upright cone beam CT
Kostjuchenko, Valery	P084: Clinical evaluation of deep learning methods for brain tumor contouring
Kozlowska, Wioletta	The BIANCA model and its application for RBE predictions along hadrontherapy beams
Krah, Nils	GaGa: GAN for GATE An analytical method to sample proton trajectories under the influence of multiple Coulomb scattering Development and applications of GPU-accelerated Monte Carlo code FRED for particle therapy
Krieger, Miriam	ICCR Rising Stars 5: Liver-ultrasound based motion model for lung tumour tracking in PBS proton therapy
Krivosheev, Oleg	Monte Carlo based Treatment Planning for GammaPod(tm)
Krivov, Egor	P084: Clinical evaluation of deep learning methods for brain tumor contouring
Kron, Tomas	P053: Introduction of a cloud based treatment planning system for a large multi-site radiotherapy centre Dose calculation on upright cone beam CT
Kroon, Petra	Exploration of methods for online plan adaptation on the 1.5T MR-linac
Krstic, Dragana	P130: Monte Carlo dosimetry for brachytherapy of cervical cancer
Krzempek, Katarzyna	Development and applications of GPU-accelerated Monte Carlo code FRED for particle therapy
Kueng, Reto	Measurement and simulation of clinical electron beams in magnetic fields: considerations for MR-guided electron beam therapy
Kuess, Peter	P004: Evaluating different generator networks of a conditional generative adversarial network for MR-CT synthesis
Kulmala, Antti	Radial response function of a parallel plate ionization chamber studied using EGSnrc software
Kumar, Vivek	P101: Development of indigenous tool for analysis of large dataset of dose volume histograms
Kumaradas, Carl	P117: Synthesis and modelling the effects of dose deposition of the palladium core and gold shell nanoparticle for brachytherapy
Kuo, Philip H.	Investigation of keel versus knife edge pinhole profiles for a next-generation SPECT system dedicated to clinical brain imaging
Kurz, Christopher	CBCT image correction with a Unet trained on 2D slices and 3D patches
Kusters, Martijn	P020: Clinical implementation of plan quality control for automated prostate planning
Kuusela, Esa	Highlight talk: Using Federated Data Sources and Varian Learning Portal Framework to Train Neural Network for Automatic Organ Segmentation
Kwon, Ohyun	P009: Evaluation of the modulation degrees in APBI IMRT plans
Kyriakou,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment
Kyriakou, Ioanna	Electron track structure simulations in a gold nanoparticle using Geant4-DNA P123: Status of the GEANT4 Advanced Examples for medical physics applications
Könik, Arda	Investigation of keel versus knife edge pinhole profiles for a next-generation SPECT system dedicated to clinical brain imaging
L
La Tessa, Chiara	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
Labikova, Halina	P068: A Clinical Data Model in Oncology to Enable Clinical Decision Support (CDS) Services within 360 Oncology
Lacornerie, Thomas	P120: Integration of the M6 Cyberknife in the Moderato Monte Carlo platform and prediction of beam parameters using machine learning
Lafond, Caroline	Monte Carlo-based software for imaging dose calculations in IGRT
Lagares, Juan Ignacio	P157: Proposal to reduce the effect of the nuclear cross sections in the imprecission of the PET protontherapy range verification
Lagendijk, Jan	Highlight talk: Fast automated IMRT optimization using deep-learned dose from a 2.5D generative adversarial network
Lahrichi, Nadia	Flow optimization in radiotherapy centers Integrating DVH criteria into a column generation algorithm for VMAT
Lai, Youfang	gPET: An efficient and accurate simulation tool for PET via GPU-based Monte Carlo
Lakshminarayanan, Pranav	Understanding the influence of spatial radiation dose patterns on xerostomia: what they might be telling us. The feasibility of outcome-based treatment planning strategy to improve xerostomia symptom in head and neck cancer patients Normalized MR-based radiomics to predict xerostomia in head and neck cancer Exploring the Relationship of Radiation Dose Exposed to the Length of Esophagus and Weight Loss in Patients with NSCLC Voxel dose pattern for dysphagia among head and neck cancer patients receiving definitive radiotherapy
Lalonde, Arthur	MCMA Rising Stars 1: Monte Carlo evaluation of proton range uncertainties using photon-counting CT The potential of photon-counting CT for quantitative contrast-enhanced imaging in radiotherapy using a maximum a posteriori estimator
Landau, David	Objective CT-based imaging biomarkers to quantify the evolution of radiation-induced lung damage
Landry, Anthony	A novel MLEM stopping criterion for unfolding neutron fluence spectra in radiotherapy
Landry, Guillaume	CBCT image correction with a Unet trained on 2D slices and 3D patches
Landry, Guillaume	P200: Understanding image artifacts for a prototype proton computed tomography scanner via Monte Carlo simulations
Langendijk, J.A.	A Novel Automated Clinical Proton Therapy Patient Quality Assurance via Monte Carlo Simulations and Treatment Log Files
Langendijk, Johannes	Fully automated treatment planning of deliverable VMAT by machine learning dose prediction and mimicking optimization in HNC Monte Carlo simulation of a modified model development method to deal with the high collinearity problem in NTCP modelling
Lansonneur, Pierre	Treatment plan evaluation in proton minibeam radiation therapy
Lapointe, Andréanne	The potential of photon-counting CT for quantitative contrast-enhanced imaging in radiotherapy using a maximum a posteriori estimator
Larsson, Torbjörn	P076: A mathematical optimization framework for spatial adjustments of dose distributions in high dose-rate brachytherapy
Lathouwers, Danny	A novel system for fast and fully automated multi-criterial treatment planning for cervical cancer HDR brachytherapy
Latyshev,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment
Laurino, Federica	Mechanistic modelling of radiation-therapy damage to microvasculature and of its effect on tissues surrounding tumour
Lavigne, Bernie	Validation of 4D Monte Carlo dose calculations using a programmable deformable lung phantom
Lazaro, Delphine	Monte Carlo-based software for imaging dose calculations in IGRT Development and association of new metrics of dose and image quality for optimizing protocols in CT imaging
Lazaro, Delphine	P062: Automated characterisation of continuous portal imaging of radiotherapy FFF beams for SBRT verification
Le,	P123: Status of the GEANT4 Advanced Examples for medical physics applications
Le Deroff, Coralie	Monte Carlo-based software for imaging dose calculations in IGRT
Le Lann, Marie-Véronique	P051: Quality assurance based on portal imaging using artificial neural network methods for Varian and Elekta linacs
Leal, Antonio	P151: Feasibility study of the use of nanoparticles as theranostic agent in Radiotherapy.
Leandro Alves, Victor Gabriel	P029: Obtaining real-time EPID-image based error detection thresholds via supervised learning.
Leclercq, Cédric	P133: Systematic Monte Carlo dose verification of VMAT treatment plans for TrueBeam linac using PRIMO P110: Performing QA with hybrid devices: automation and centralization of results
Lee, Choonik	P073: Automatic segmentation of cardiac structures using B-spline deformation in breast cancer radiotherapy
Lee, Choonsik	P073: Automatic segmentation of cardiac structures using B-spline deformation in breast cancer radiotherapy
Lee, Jason	P117: Synthesis and modelling the effects of dose deposition of the palladium core and gold shell nanoparticle for brachytherapy
Lee, Joon	Deep Prostate MRI Image Understanding and Classification Based on Convolutional Neural Networks
Lee, Junghoon	Normalized MR-based radiomics to predict xerostomia in head and neck cancer Voxel dose pattern for dysphagia among head and neck cancer patients receiving definitive radiotherapy
Lee, Sangkyu	P100: Comparing the efficacy of SBRT and IMRT in reducing radiation induced pulmonary fibrosis
Legay, Axel	P070: Genetic Algorithms for optimal intermittent measurements for tumor tracking
Lehmann, Joerg	P036: Radiomics model of overall survival from non-small lung cancer using a distributed learning platform
Lehmann, Mathias	P147: A fast method for image simulation of electronic portal imaging devices (EPIDs) Fast simulation of megavoltage images using multi-layered detector model A Monte Carlo study of the impact of phantom electron termination on EPID image quality and simulation time
Lencart, Joana	P131: Estimating Dose from Radiotherapy Treatments in the Vicinity of a Cardiac Pacemaker using Monte Carlo simulations
Leni, Pierre-Emmanuel	P056: Computing IMRT dose distributions using artificial intelligence
Lentz, Jarrod	P154: A hybrid method calculating linear energy transfer for intensity modulated proton therapy
Leong, Brian	P016: How VHA’s Radiotherapy Incident Reporting and Analysis System (RIRAS) is making an impact on the quality and safety of radiotherapy?
Levi, Meir	P068: A Clinical Data Model in Oncology to Enable Clinical Decision Support (CDS) Services within 360 Oncology
Lewis, Geraint	P116: Radiotherapy Dose calculation in Oesophageal Cancer: Comparison of Analytical and Monte Carlo Methods
Ley, Jean-Luc	P027: Complete Integration of Quality Control Test Analysis with QATrack+
Li, Jie	Treatment Planning and Delivery Verification for Pulsed Low Dose Rate Radiotherapy
Li, Jing	Modeling of acute rectal toxicity to compare two patient positioning methods for prostate cancer radiotherapy. Can toxicity modeling be used for quality assurance? P098: High doses to the heart affect overall survival in stage III lung cancer patients treated with conventionally fractionated radiation therapy.
Li, Jinsheng	P136: Investigating the accuracy of Monte Carlo based treatment planning of lung patients
Li, Junli	A parameter study of chemistry simulation for DNA damage after proton irradiation with TOPAS-nBio MCMA Rising Stars 5: Cellular response to proton irradiation: a simulation study with TOPAS-nBio
Liang, Xiao	P080: Evaluation of Synthesized Computed Tomography (sCT) Generated from Cone-Beam Computed Tomography (CBCT) by Cycle Generative Adversarial Network (CycleGAN) Generating Synthesized Computed Tomography (CT) from Cone-Beam Computed Tomography (CBCT) using Cycle Generative Adversarial Network (CycleGAN) for Adaptive Radiation Therapy
Liao, Zhongxing	A novel machine learning-Bayesian network model for prediction of radiation pneumonitis: Importance of mid-treatment information
Lidberg, David	Fully automated treatment planning of deliverable VMAT by machine learning dose prediction and mimicking optimization in HNC
Lin, Mu-Han	Highlight talk: Using a Bayesian neural network approximation to quantify the uncertainty in segmentation prediction on prostate cancer P074: Improving treatment plan dose accuracy using a deep learning-based dose conversion scheme Three-Dimensional Dose Prediction for Lung IMRT Patients with Variable Beam Configuration using Deep Neural Networks
Lin, Muhan	Treatment Planning and Delivery Verification for Pulsed Low Dose Rate Radiotherapy
Liney, Gary	Multiparametric MRI assessment of gross tumour volume and hippocampal changes over the course of brain cancer radiotherapy
Liu, Bo	Real-time tumour localization with single x-ray projection at arbitrary gantry angle using deep learning
Liu, Chang	On the impact of the training dataset on a deep fully convolutional neural network (DFCNN) for automatic segmentation of the prostate gland on CT images Deep Prostate MRI Image Understanding and Classification Based on Convolutional Neural Networks P041: Radiomics analysis of lymph nodes for prediction of extracapsular nodal extension from CT images in head and neck cancers Radiomics analysis for classification of head and neck cancers human papilloma virus status
Liu, Chia-Ju	Quantification of Local Metabolic Tumor Volume Changes by Registering Blended 18F-FDG PET-CT Images
Liu, Huan	Intensity Modulated Small Animal Radiotherapy Treatment Planning using a Movable Rectangular Collimator
Liu, Jie	P136: Investigating the accuracy of Monte Carlo based treatment planning of lung patients
Liu, Wei	P154: A hybrid method calculating linear energy transfer for intensity modulated proton therapy
Liu, Wei	P023: From research to treatment: how powerful, complex algorithms become a comprehensive clinical application for proton therapy
Liu, Xiaonan	Modeling of acute rectal toxicity to compare two patient positioning methods for prostate cancer radiotherapy. Can toxicity modeling be used for quality assurance? P098: High doses to the heart affect overall survival in stage III lung cancer patients treated with conventionally fractionated radiation therapy.
Livingstone, Alexander	P078: Streamlining the radiotherapy working environment with an in-house developed web application
Liyanage, Nilanga	Minimizing lymphocyte loss following radiation therapy treatments: machine learning approach
Llosá, Gabriela	A dedicated Gate versatile module for Compton camera imaging
Lomax, Antony J.	Towards FLASH proton therapy: Exploring dose rate distributions for different treatment plan and PBS machine characteristics ICCR Rising Stars 5: Liver-ultrasound based motion model for lung tumour tracking in PBS proton therapy MCMA Rising Stars 6: Anatomical changes vs. calculation approximations: Which causes larger dose distortions for proton therapy patients? P156: Monte Carlo evaluation of analytical dose calculations for proton therapy. P012: IMPT plan generation in under ten seconds
Lombardo, Pasquale	Development and Validation of Online Personal Dosimetry Application Using Computational Method for Interventional Cardiology
Long Krogh, Simon	Modern mapping of local data for international distributed learning P109: Audit Data Tool for the DcmCollab Dose Plan Bank
Lourenço, Ana	Simulations for the improvement of bone-equivalent materials for proton beam dosimetry
Lozano-Calderon, Santiago A.	Using Deep Learning Algorithm to Extract Tumour Information from Pathology and Surgical Notes of Chondrosarcoma Patients
Lu, Mei	Radiomics analysis for classification of head and neck cancers human papilloma virus status
Lu, Wei	Quantification of Local Metabolic Tumor Volume Changes by Registering Blended 18F-FDG PET-CT Images Quantification of Pulmonary Nodule Spiculation Using Angle-Preserving Spherical Conformal Parameterization
Lu, Weiguo	Inverse Planning without Optimization BI-RADS Features Oriented Semi-supervised Deep Learning for Breast Ultrasound Computer-Aided Diagnosis P091: Line of Response (LOR)-based real-time tumor tracking for emission-guided radiotherapy P074: Improving treatment plan dose accuracy using a deep learning-based dose conversion scheme Three-Dimensional Dose Prediction for Lung IMRT Patients with Variable Beam Configuration using Deep Neural Networks Radiotherapy Dose Prediction with Physician Desired Trade-offs
Luk, Samuel M.H.	The use of ontology in automated extraction of clinical data for machine learning: A Bayesian network example
Lund, Christopher	A microdosimetric analysis of the interactions of mono-energetic neutrons with human tissue P162: Generation of the response matrix of a passive nested neutron spectrometer system for use in radiotherapy environments
Lutgens, Ludy	P066: A rapid Learning model for cervical cancer
Lydon, Jenny	P053: Introduction of a cloud based treatment planning system for a large multi-site radiotherapy centre
Lysakovski, Peter	Articulated Skeleton Model Meets Iterative Registration Process to Reliably Detect Posture Changes of Head and Neck Cancer Patients
Létang, Jean Michel	Simulation of micro- nanodosimetry spectra and free radicals with Geant4-DNA, LQD, PHYCHEML, CHEM for ion beams A dedicated Gate versatile module for Compton camera imaging GaGa: GAN for GATE An analytical method to sample proton trajectories under the influence of multiple Coulomb scattering
López-Valverde, José Antonio	P151: Feasibility study of the use of nanoparticles as theranostic agent in Radiotherapy.
Löfman, Fredrik	Fully automated treatment planning of deliverable VMAT by machine learning dose prediction and mimicking optimization in HNC
M
M. Evans, Philip	P115: Statistical limitations in particle imaging
Ma, Chang M	P136: Investigating the accuracy of Monte Carlo based treatment planning of lung patients Treatment Planning and Delivery Verification for Pulsed Low Dose Rate Radiotherapy
Ma, Jianhui	Radiotherapy Dose Prediction with Physician Desired Trade-offs
Ma, Lin	Inverse Planning without Optimization P091: Line of Response (LOR)-based real-time tumor tracking for emission-guided radiotherapy
MacFarlane, Michael	A fast inverse direct aperture optimization algorithm for volume-modulated arc therapy
Mackay, Ranald	A New Prompt Gamma-Ray Detection System for 3D Range Verification in Proton Beam Therapy
Macq, Benoit	P070: Genetic Algorithms for optimal intermittent measurements for tumor tracking
Macq, Benoit Mathieu	P072: 4D CT co-synchronized to real-time dynamic MRI acquired in the treatment room
Madden, Thomas	P113: The Functional Paradigm in RT Computing: Features & Realization
Mageras, Gig S.	Automated Treatment Planning using Expedited Constrained Hierarchical Optimization: Plan quality and performance enhancements
Magni, Chiara	Monte Carlo study of the mixed neutron and photon background in an aBNCT treatment room
Magnusson, Maria	P007: Segmentation of bones for radiation therapy from medical dual-energy computed tomography volumes using the 3D U-Net
Mahmood, Rafid	ICCR Rising Stars 4: The importance of evaluating the complete knowledge-based automated planning pipeline
Mahnam, Mehdi	Integrating DVH criteria into a column generation algorithm for VMAT
Maigne, Lydia	Simulation of micro- nanodosimetry spectra and free radicals with Geant4-DNA, LQD, PHYCHEML, CHEM for ion beams The Role of Monte Carlo in Medical Imaging
Mairani, Andrea	P075: Dosimetric calibration and validation of spectral CT-based stopping power prediction for particle therapy planning
Mairani, Andrea	The BIANCA model and its application for RBE predictions along hadrontherapy beams Fast dose Recalculation on GPU (FRoG) at the Heidelberg Ion-Beam Therapy Center
Maire,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment
Makovicka, Libor	P056: Computing IMRT dose distributions using artificial intelligence
Malouf, Gabriel	P105: Deep-Mining lncRNA transcriptomics of breast cancer by TCGA RNA-Seq data
Malusek, Alexandr	MCMA Rising Stars 2: Intrinsic energy response of microDiamond detectors at kilovoltage energy photon beams P007: Segmentation of bones for radiation therapy from medical dual-energy computed tomography volumes using the 3D U-Net
Mammar, Hamid	Treatment plan evaluation in proton minibeam radiation therapy
Mancinelli, Elisa	Introducing information on gut microbiota into toxicity modelling: preliminary results from a clinical trial
Mancini Terracciano, Carlo	Interfacing a nuclear interaction model (BLOB) with Geant4 G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment P025: Filoblu: Sentiment Analysis Application to Doctor-Patient Interactions Preliminary results in using Deep Learning to emulate BLOB, a nuclear interaction model
Mancusi, Davide	Validation of Geant4 fragmentation models for therapeutic 4He ion beams
Manger, Sam	P127: Monte Carlo study on the effect of gold compounds in radiotherapy
Mans, Anton	Attenuation and scatter correction of portal images in the MR-Linac using Deep learning P018: Data driven plan QA to support large scale automation and adaptation
Manser, P.	Measurement and simulation of clinical electron beams in magnetic fields: considerations for MR-guided electron beam therapy Extending EGSnrc with a Sum Over Paths Algorithm for Simulations of X-ray Grating Interferometry Modules P011: Evaluation of potential dosimetric benefits for dynamic trajectory radiotherapy compared to VMAT
Mansour, Iymad	P103: Machine learning techniques in microdosimetry: application to energy deposition within cell populations
Mantero,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment
Manti, Lorenzo	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
Maquilan, Genevieve	Predicting distant failure after radiotherapy in cervix cancer via automated multi-objective model
Maquilan, Genevieve	P082: Quantitative versus qualitative evaluation of automatic segmentation
Markel, Daniel	P015: Collision Detection of the Versa HD for ESAPI using Bullet Physics
Marmitt, G.	A Novel Automated Clinical Proton Therapy Patient Quality Assurance via Monte Carlo Simulations and Treatment Log Files
Martin, Alicia	Testing the effect of linac drift on QA protocols with a multi-energy MC simulation
Martin, Jarad	P087: Feature based quality assurance of image segmentation for clinical trials
Martinov, Martin	MCMA Rising Stars 3: Towards multiscale simulations with EGSnrc: tests on cellular length scales
Masi, Marica	Breast cancer rotational radiotherapy with a kilovoltage x-ray source: validated Monte Carlo phantom studies
Massera, Rodrigo	Machine learning and the glandular dose estimation on homogeneous breasts in mammography
Mathew, Felix	A microdosimetric analysis of the interactions of mono-energetic neutrons with human tissue P162: Generation of the response matrix of a passive nested neutron spectrometer system for use in radiotherapy environments A novel MLEM stopping criterion for unfolding neutron fluence spectra in radiotherapy
Mathews, Liza	Normalized MR-based radiomics to predict xerostomia in head and neck cancer
Mathieu, Dominique	Automated segmentation of pulmonary fibrosis on CT images for radiation therapy applications
Matsuo, Yukinori	P145: Development of kV X-ray imaging dose calculation system for image guided radiation therapy
Mattei, Ilaria	P155: FLUKA simulation of target fragmentation in Protontherapy
Matter, Michael	MCMA Rising Stars 6: Anatomical changes vs. calculation approximations: Which causes larger dose distortions for proton therapy patients? P012: IMPT plan generation in under ten seconds
Matuszak, Martha	A Quantum Inspired Algorithm for Radiotherapy Planning Optimization
Mayo, Chuck	Leveraging Clinical Big Data to Bring AI into Clinical Practice AAPM Ontology committee work / wrap-up
Mazurek, Arkadiusz	P057: Genesis Care planning room of the future
Mazurier, Jocelyne	P051: Quality assurance based on portal imaging using artificial neural network methods for Varian and Elekta linacs
Mazurier, Jocelyne	P062: Automated characterisation of continuous portal imaging of radiotherapy FFF beams for SBRT verification
Mazzucconi, Davide	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
McBeth, Rafe	P006: Automatic Labeling of OARs in Head-and-Neck Region using Non-local 3DResNet Deep learning based 3D dose prediction with a self-evolving training dataset
McCann, Claire	P117: Synthesis and modelling the effects of dose deposition of the palladium core and gold shell nanoparticle for brachytherapy
McClelland, Jamie	Objective CT-based imaging biomarkers to quantify the evolution of radiation-induced lung damage Predicting inter-fractional anatomical change in head and neck cancer patients using diffeomorphic image registration Geometric accuracy of surrogate-driven respiratory motion models for MR-guided lung radiotherapy In silico validation of motion-including dose reconstruction for MR-guided lung SBRT using a patient specific motion model Respiratory motion models built using MR-derived signals and different amounts of MR image data from multi-slice acquisitions Respiratory motion model derived from CBCT projection data P071: Current status of the clinical use, commissioning and QA of Deformable Image Registration in UK radiotherapy centres P112: Secure-DICOM-Uploader: A platform for anonymising and transferring imaging data from hospital sites to remote repositories
McCooeye, Luke	Dynamic model-based dosimetry of permanent implant brachytherapy
McCurdy, Boyd	P202: Hybrid Approach to Estimate Patient Multiply Scattered Energy Fluence into an Electronic Portal Imaging Device (EPID)
McIntosh, Chris	ICCR Rising Stars 2: Generalized Feature Analysis for Radiotherapy Application to Head and Neck Outcome Predictions
McMahon, Stephen	A parameter study of chemistry simulation for DNA damage after proton irradiation with TOPAS-nBio MCMA Rising Stars 5: Cellular response to proton irradiation: a simulation study with TOPAS-nBio
McNamara, Aimee	Recent improvements in TOPAS-nBio for the efficient simulation of water radiolysis A parameter study of chemistry simulation for DNA damage after proton irradiation with TOPAS-nBio MCMA Rising Stars 5: Cellular response to proton irradiation: a simulation study with TOPAS-nBio
McNamara, Aimee	Monte Carlo track structure simulation study of the effect of radiation on neurons and their glial cells The TOPAS Tool for Particle Simulation: A flexible tool for Monte Carlo particle transport simulations
McNiven, Andrea L.	ICCR Rising Stars 4: The importance of evaluating the complete knowledge-based automated planning pipeline
McNutt, Todd	Understanding the influence of spatial radiation dose patterns on xerostomia: what they might be telling us. The feasibility of outcome-based treatment planning strategy to improve xerostomia symptom in head and neck cancer patients Normalized MR-based radiomics to predict xerostomia in head and neck cancer Exploring the Relationship of Radiation Dose Exposed to the Length of Esophagus and Weight Loss in Patients with NSCLC Voxel dose pattern for dysphagia among head and neck cancer patients receiving definitive radiotherapy
McQuaid, Dualta	Automated Script Testing For RayStation P017: Automated Checking Of Adaptive Treatments for Elekta Unity MR-Linac
McShan, Daniel	A Quantum Inspired Algorithm for Radiotherapy Planning Optimization
McWilliam, Alan	ICCR Rising Stars 6: Optimising methodology for 4DCT radiomic feature extraction to predict distant failure in NSCLC patients treated with SBRT Prognostication of vascular calcification identified in 4DCT of lung cancer treated with stereotactic body radiation therapy Highlight talk: Clinical application of big data research: Towards a practical implementation of rapid learning for radiotherapy optimization Transfer Learning for Sarcopenia Segmentation Radial radiomics: do higher pixel values outside the GTV predict for worse survival in early stage lung cancer
Mechalakos, James	Quantification of Local Metabolic Tumor Volume Changes by Registering Blended 18F-FDG PET-CT Images
Mechalakos, James G.	Automated Treatment Planning using Expedited Constrained Hierarchical Optimization: Plan quality and performance enhancements
Meedt, Gustav	Respiratory motion models built using MR-derived signals and different amounts of MR image data from multi-slice acquisitions
Meier, Gabriel	P156: Monte Carlo evaluation of analytical dose calculations for proton therapy. P012: IMPT plan generation in under ten seconds
Meijer, Gert	Exploration of methods for online plan adaptation on the 1.5T MR-linac
Meijers, A.	A Novel Automated Clinical Proton Therapy Patient Quality Assurance via Monte Carlo Simulations and Treatment Log Files
Mein, Stewart	P075: Dosimetric calibration and validation of spectral CT-based stopping power prediction for particle therapy planning
Mein, Stewart	Fast dose Recalculation on GPU (FRoG) at the Heidelberg Ion-Beam Therapy Center
Men, Kuo	Stepping-in segmentation of cardiac substructures with deep learning
Mendes, Hitalo	Evaluation of antiscatter grid performance in pediatric patients via Monte Carlo Simulation
Mens, Jan-Willem	A novel system for fast and fully automated multi-criterial treatment planning for cervical cancer HDR brachytherapy
Menten, Martin	In silico validation of motion-including dose reconstruction for MR-guided lung SBRT using a patient specific motion model
Messina, Andrea	Preliminary results in using Deep Learning to emulate BLOB, a nuclear interaction model
Mettivier, Giovanni	GEANT4 Monte Carlo simulations for virtual clinical trials in X-ray breast imaging Geant4 Monte Carlo calculation of normalized glandular dose coefficients in mammography Breast cancer rotational radiotherapy with a kilovoltage x-ray source: validated Monte Carlo phantom studies
Miah, Mohammed Shaheen	P140: A Hybrid IMRT Technique for Treatment of Breast Cancer: A Dosimetric Study
Michalowski, Stefan	P106: Implementation of the MOSAIQ Oncology Information System at CHUM - Going Paperless and Smart P027: Complete Integration of Quality Control Test Analysis with QATrack+
Miguel, Beatriz	Quantifying differences between theoretical models in calculations of Compton mass energy-transfer coefficients
Mikhaylova, Ekatherina	P157: Proposal to reduce the effect of the nuclear cross sections in the imprecission of the PET protontherapy range verification
Miles, Elizabeth	P112: Secure-DICOM-Uploader: A platform for anonymising and transferring imaging data from hospital sites to remote repositories
Mille, Matthew	P073: Automatic segmentation of cardiac structures using B-spline deformation in breast cancer radiotherapy
Miller, Andrew	P036: Radiomics model of overall survival from non-small lung cancer using a distributed learning platform
Miller, Brett	Highlight talk: On the development of an AI based Incident Learning Framework for Clinical Workflow
Minafra, Luigi	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
Mirzakhanian, Lalageh	IAEA-AAPM TRS483 based reference dosimetry for the new biology guided radiotherapy system
Missiaggia, Marta	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
Mistry, Hitesh	Highlight talk: Clinical application of big data research: Towards a practical implementation of rapid learning for radiotherapy optimization
Mitchell, Catherine	P067: Detection and characterisation of prostate cancer from multiparametric MRI using machine learning techniques for focal radiotherapy
Mithun, Sneha	Using Artificial Intelligence and Radiomics to support cancer care decisions
Mizowaki, Takashi	P145: Development of kV X-ray imaging dose calculation system for image guided radiation therapy
Modat, Marc	P112: Secure-DICOM-Uploader: A platform for anonymising and transferring imaging data from hospital sites to remote repositories
Mohajer, Jonathan	P017: Automated Checking Of Adaptive Treatments for Elekta Unity MR-Linac
Mohan, Radhe	A novel machine learning-Bayesian network model for prediction of radiation pneumonitis: Importance of mid-treatment information
Mohiuddin, Jahan	Stepping-in segmentation of cardiac substructures with deep learning
Mohseni, Hedi	P044: A Novel Method of Calibration for Improving Accuracy and Sensitivity in Dual Energy Computed Tomography Perfusion
Moiseenko, Vitali	Tracking bladder surface dose during radiotherapy for prostate cancers Quantifying parotid compartment importance for post-radiotherapy function
Molloy, Janelle	Monte Carlo modelling of orthovoltage irradiators for radiobiology research – the impact of insufficient backscatter material
Monini, Catarina	Simulation of micro- nanodosimetry spectra and free radicals with Geant4-DNA, LQD, PHYCHEML, CHEM for ion beams
Monseux, Anne	P133: Systematic Monte Carlo dose verification of VMAT treatment plans for TrueBeam linac using PRIMO P110: Performing QA with hybrid devices: automation and centralization of results
Monshouwer, René	P034: “Distributed Radiomics” - a signature validation study using a Personal Health Train infrastructure P035: Learning from scanners: noise reduction and feature correction in Radiomics P020: Clinical implementation of plan quality control for automated prostate planning
Montgomery, Logan	A microdosimetric analysis of the interactions of mono-energetic neutrons with human tissue P162: Generation of the response matrix of a passive nested neutron spectrometer system for use in radiotherapy environments A novel MLEM stopping criterion for unfolding neutron fluence spectra in radiotherapy
Mook, Stella	Exploration of methods for online plan adaptation on the 1.5T MR-linac
Moore, Kevin	The impact of widespread clinical adoption of knowledge-based planning on treatment plan quality and variability
Mora, Grisel	P136: Investigating the accuracy of Monte Carlo based treatment planning of lung patients
Mora, Grisel	P119: Investigation of energy dependence of different layers of RTQA2 film over EBT2 film using Monte Carlo simulation
Mora-Ramirez, Erick	Modeling SPECT auto-contouring acquisition for 177Lu Molecular RadioTherapy (MRT) using new developments in GATE/ GEANT4
Morcos, Marc	Monte Carlo Dosimetry Study of Novel Rotating MRI-Compatible Shielded Tandems for Intensity Modulated Cervix Brachytherapy
Moretti, Daniel	P060: A dashboard to monitor Quality Check List items in MOSAIQ
Morf, Daniel	P147: A fast method for image simulation of electronic portal imaging devices (EPIDs) Fast simulation of megavoltage images using multi-layered detector model A Monte Carlo study of the impact of phantom electron termination on EPID image quality and simulation time
Morgas, Tomasz	Deformable Image Registration using Structure Guidance for Dose Accumulation
Morin, Olivier	Radiomics-based decision-support system in renal cell carcinomas MEDomics: a proposed framework for the development of precision medicine tools Big Data II - Panel Discussion
Morishita, Yuichiro	P125: Comparison of simulations by EGS5 and PENELOPE 2014 P139: Parallel Monte Carlo implementation of EGS5 with MPI (EGS5-MPI) for large-scale radiation transport simulation
Morlino, Sara	Introducing information on gut microbiota into toxicity modelling: preliminary results from a clinical trial
Mory, Cyril	Respiratory motion model derived from CBCT projection data
Morén, Björn	P076: A mathematical optimization framework for spatial adjustments of dose distributions in high dose-rate brachytherapy
Mosher, Elizabeth	P073: Automatic segmentation of cardiac structures using B-spline deformation in breast cancer radiotherapy
Moslemi, Amir	P128: Monto Carlo simulation of radioactive cement for bone brachytherapy
Mouches, Pauline	Respiratory motion model derived from CBCT projection data
Movsas, Benjamin	On the impact of the training dataset on a deep fully convolutional neural network (DFCNN) for automatic segmentation of the prostate gland on CT images Deep Prostate MRI Image Understanding and Classification Based on Convolutional Neural Networks P041: Radiomics analysis of lymph nodes for prediction of extracapsular nodal extension from CT images in head and neck cancers Radiomics analysis for classification of head and neck cancers human papilloma virus status
Mueller, S.	Measurement and simulation of clinical electron beams in magnetic fields: considerations for MR-guided electron beam therapy P011: Evaluation of potential dosimetric benefits for dynamic trajectory radiotherapy compared to VMAT
Muhajlovic, Jasmina	P130: Monte Carlo dosimetry for brachytherapy of cervical cancer
Muir, Bryan	MCMA Rising Stars 4: Cherenkov emission-based dosimetry: Detection angle and aperture study
Muir, Bryan	Sensitivity of Monte Carlo calculated kQ factors to ionization chamber details
Mullen, Ajit	P053: Introduction of a cloud based treatment planning system for a large multi-site radiotherapy centre
Mundy, Daniel	P023: From research to treatment: how powerful, complex algorithms become a comprehensive clinical application for proton therapy
Munk Af Rosenschold, Peer	MCMA Rising Stars 6: Anatomical changes vs. calculation approximations: Which causes larger dose distortions for proton therapy patients?
Muraro, Silvia	P155: FLUKA simulation of target fragmentation in Protontherapy
Muren, Ludvig	Tracking bladder surface dose during radiotherapy for prostate cancers
Murphy, Declan	P067: Detection and characterisation of prostate cancer from multiparametric MRI using machine learning techniques for focal radiotherapy
Mutanga, Theodore	P085: Automated Generation of Optimization Structures for Treatment Planning in Eclipse using Python
Muurholm, Casper G.	P096: Experimental validation of an MLC tracking treatment simulator with dose reconstruction
Muñoz, Enrique	A dedicated Gate versatile module for Compton camera imaging
Myers, Pamela	P141: Effects of varying statistical uncertainty using a Monte Carlo based treatment planning system P061: An Ideal Planning Assistant Application for Guidance in Radiation Treatment Planning
Myronakis, Marios	P147: A fast method for image simulation of electronic portal imaging devices (EPIDs) Fast simulation of megavoltage images using multi-layered detector model A Monte Carlo study of the impact of phantom electron termination on EPID image quality and simulation time
N
Nadeem, Saad	Quantification of Local Metabolic Tumor Volume Changes by Registering Blended 18F-FDG PET-CT Images
Nadeem, Saad	Quantification of Pulmonary Nodule Spiculation Using Angle-Preserving Spherical Conformal Parameterization
Nahum, Alan	The Role of Monte Carlo Methods in Dosimetry
Nakajima, Kenichi	P153: Monte Carlo simulation of myocardial perfusion single-photon emission computed tomography for texture analysis
Nakamura, Mitsuhiro	P145: Development of kV X-ray imaging dose calculation system for image guided radiation therapy
Nalluri, Joseph	Infrastructure for a Radiation Oncology Quality Surveillance Program Health Information Gateway and Exchange (HINGE): Realizing the potential of Big data in Radiation Oncology Rule-based pattern matching and text extraction from radiotherapy clinical notes: is there a match?
Namito, Yoshihito	P125: Comparison of simulations by EGS5 and PENELOPE 2014 P139: Parallel Monte Carlo implementation of EGS5 with MPI (EGS5-MPI) for large-scale radiation transport simulation
Napolitani, Paolo	Interfacing a nuclear interaction model (BLOB) with Geant4 Preliminary results in using Deep Learning to emulate BLOB, a nuclear interaction model
Naseri, Hossein	P063: Feasibility of using Natural Language Processing to extract cancer pain score from clinical notes
Natarajan, Kal	PROPEL, a multi-centre data collection system for radiotherapy analysis
Nauraye, Catherine	Treatment plan evaluation in proton minibeam radiation therapy
Neath, Cathy	P059: Automated catheter reconstruction for TRUS HDR prostate brachytherapy
Nedaie, Hassanali	P142: Assessment of radiation-induced second cancer risks in radiated organs after (3D-CRT) radiotherapy in breast cancer using (by) BEIR VII radiobiological model P055: Evaluation of Dose Calculation Algorithms accuracy for Eclipse, PCRT and Monaco Treatment Planning Systems Using IAEA TPS commissioning in Heterogeneous Phantom
Neishabouri, Ahmad	Development report for the open source dose calculation and optimization toolkit matRad
Nenoff, Lena	MCMA Rising Stars 6: Anatomical changes vs. calculation approximations: Which causes larger dose distortions for proton therapy patients? P012: IMPT plan generation in under ten seconds
Neppl, Sebastian	CBCT image correction with a Unet trained on 2D slices and 3D patches
Nesvacil, Nicole	P004: Evaluating different generator networks of a conditional generative adversarial network for MR-CT synthesis
Nguyen, Dan	Inverse Planning without Optimization Highlight talk: Using a Bayesian neural network approximation to quantify the uncertainty in segmentation prediction on prostate cancer Highlight talk: Real-time generation of Pareto 3D dose distributions for radiotherapy Deep Learning Neural Network for Beam Orientation Optimization A Monte-Carlo Tree Game for Beam Orientation Optimization P010: A reinforcement learning application of Guided Monte Carlo Tree Search algorithm for beam orientation selection in radiation therapy P002: Virtual Treatment Planner for Radiation Therapy via Deep Reinforcement Learning P046: Improving proton dose calculation accuracy using deep learning P074: Improving treatment plan dose accuracy using a deep learning-based dose conversion scheme Three-Dimensional Dose Prediction for Lung IMRT Patients with Variable Beam Configuration using Deep Neural Networks Deep learning based 3D dose prediction with a self-evolving training dataset Radiotherapy Dose Prediction with Physician Desired Trade-offs
Niatsetski, Yury	GPU parallelization of catheter position optimization for HDR prostate brachytherapy
Nigoul, Jean-Marc	Development and association of new metrics of dose and image quality for optimizing protocols in CT imaging
Nijsten, Bas	Fully automated NTCP triggered radiation therapy adaptation in non small cell lung cancer
Nikezic, Dragoslav	P130: Monte Carlo dosimetry for brachytherapy of cervical cancer
Nikolic, Nebojsa	P130: Monte Carlo dosimetry for brachytherapy of cervical cancer
Nilawar, Rahul	P017: Automated Checking Of Adaptive Treatments for Elekta Unity MR-Linac
Nill, Simeon	A systems oncology simulation framework for modelling 3D tumour spheroid response to radiation and hyperthermia treatments Automated Script Testing For RayStation In silico validation of motion-including dose reconstruction for MR-guided lung SBRT using a patient specific motion model Transfer learning from CT to MRI: auto-segmentation of the parotid glands using a deep convolutional neural network approach P017: Automated Checking Of Adaptive Treatments for Elekta Unity MR-Linac
Nomikossoff, Natacha	Development and association of new metrics of dose and image quality for optimizing protocols in CT imaging
Nonnekens, Julie	P146: Calculation of cellular S-values for Polygonal Mesh models: The impact of a realistic cell representation
Nordstrom, Hakan	Monte Carlo x-ray tube simulation for CBCT: A statistical analysis of the photon distribution components
Noris Chiorda, Barbara	Introducing information on gut microbiota into toxicity modelling: preliminary results from a clinical trial
Nourzadeh, Hamidreza	P069: Quantifying the Impact of Organ-At-Risk Delineation Variability in the Context of Patient Setup Uncertainty
Novak,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment
Nowee, Marlies	Hybrid 2D/4D MRI for motion management in liver radiotherapy
Nyholm, Tufve	P004: Evaluating different generator networks of a conditional generative adversarial network for MR-CT synthesis
O
Oborn, B.M.	Measurement and simulation of clinical electron beams in magnetic fields: considerations for MR-guided electron beam therapy
Oelfke, Uwe	A systems oncology simulation framework for modelling 3D tumour spheroid response to radiation and hyperthermia treatments Automated Script Testing For RayStation Geometric accuracy of surrogate-driven respiratory motion models for MR-guided lung radiotherapy In silico validation of motion-including dose reconstruction for MR-guided lung SBRT using a patient specific motion model Respiratory motion models built using MR-derived signals and different amounts of MR image data from multi-slice acquisitions Monte Carlo demonstration of the air-gap effect for alanine dosimeters in B-field Transfer learning from CT to MRI: auto-segmentation of the parotid glands using a deep convolutional neural network approach P017: Automated Checking Of Adaptive Treatments for Elekta Unity MR-Linac
Ogunmolu, Olalekan	Deep Learning Neural Network for Beam Orientation Optimization A Monte-Carlo Tree Game for Beam Orientation Optimization
Oh, Jung Hun	CERR’s Model Implementation Library for sharing radiomics and image segmentation models
Oh, Kyuhak	A Monte Carlo study for diagnosis of the stomach cancer based on the reactions of the thermal neutron capture γ-ray emission
Oinam, Arun S	P101: Development of indigenous tool for analysis of large dataset of dose volume histograms
Ojala, Jarkko	Radial response function of a parallel plate ionization chamber studied using EGSnrc software
Okoli, Franklin	Optimizing Beam Selection for Non-Coplanar VMAT Treatment Planning with Simulated Annealing
Okuda, Koichi	P153: Monte Carlo simulation of myocardial perfusion single-photon emission computed tomography for texture analysis
Olaciregui-Ruiz, Igor	Attenuation and scatter correction of portal images in the MR-Linac using Deep learning P024: Dealing with large scale legacy code in a critical clinical infrastructure
Oliver,	A dedicated Gate versatile module for Compton camera imaging
Oliver, Patricia	P103: Machine learning techniques in microdosimetry: application to energy deposition within cell populations
Omachi,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment
Onoguchi, Masahisa	P153: Monte Carlo simulation of myocardial perfusion single-photon emission computed tomography for texture analysis
Oozeer, Rashid	P050: IMRT quality analysis based on machine learning technique and complexity indices
Orlandi, Ester	Introducing information on gut microbiota into toxicity modelling: preliminary results from a clinical trial
Osinov, Ivan	P084: Clinical evaluation of deep learning methods for brain tumor contouring
Osong, Akuli Biche	P066: A rapid Learning model for cervical cancer P079: Bayesian network structure for predicting two-year survival in patients diagnosed with lung cancer
Othman, Nadia	Development and association of new metrics of dose and image quality for optimizing protocols in CT imaging
Oud, Michelle	A novel system for fast and fully automated multi-criterial treatment planning for cervical cancer HDR brachytherapy
Owrangi, Amir	Generation of synthetic CT images for MRI-only proton therapy treatment planning using deep learning
Oxley, David	P156: Monte Carlo evaluation of analytical dose calculations for proton therapy.
O’quinn, Rupal P.	Stepping-in segmentation of cardiac substructures with deep learning
P
Padilla Cabal, Fatima	MCMA Rising Stars 7: Benchmarking a GATE/Geant4 Monte Carlo model to support treatment planning towards MRI guided ion beam therapy
Padovani, Laetitia	Monte Carlo-based software for imaging dose calculations in IGRT
Paganetti, Harald	ICCR Rising Stars 3: Modeling Radiation Dose to Circulating Lymphocytes for different radiotherapy modalities Recent improvements in TOPAS-nBio for the efficient simulation of water radiolysis A parameter study of chemistry simulation for DNA damage after proton irradiation with TOPAS-nBio Monte Carlo track structure simulation study of the effect of radiation on neurons and their glial cells MCMA Rising Stars 5: Cellular response to proton irradiation: a simulation study with TOPAS-nBio The TOPAS Tool for Particle Simulation: A flexible tool for Monte Carlo particle transport simulations DICOM-RT Ion interface to utilize Monte Carlo simulations in routine clinical workflow for proton pencil beam radiotherapy
Page, Brandi	Voxel dose pattern for dysphagia among head and neck cancer patients receiving definitive radiotherapy
Pakela, Julia	A Quantum Inspired Algorithm for Radiotherapy Planning Optimization
Palmans, Hugo	Simulations for the improvement of bone-equivalent materials for proton beam dosimetry
Palorini, Federica	Introducing information on gut microbiota into toxicity modelling: preliminary results from a clinical trial
Palta, Jatinder	Infrastructure for a Radiation Oncology Quality Surveillance Program Health Information Gateway and Exchange (HINGE): Realizing the potential of Big data in Radiation Oncology Rule-based pattern matching and text extraction from radiotherapy clinical notes: is there a match?
Palta, Jatinder	P016: How VHA’s Radiotherapy Incident Reporting and Analysis System (RIRAS) is making an impact on the quality and safety of radiotherapy?
Panaino, Costanza	A New Prompt Gamma-Ray Detection System for 3D Range Verification in Proton Beam Therapy
Pandola,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment P123: Status of the GEANT4 Advanced Examples for medical physics applications
Pandola, Luciano	Validation of Geant4 fragmentation models for therapeutic 4He ion beams
Pandola, Luciano	Improvement of ParticleHP with proton-boron fusion reaction in GEANT4 for medical applications
Pandola, Luciano	Interfacing a nuclear interaction model (BLOB) with Geant4 Preliminary results in using Deep Learning to emulate BLOB, a nuclear interaction model
Pandya, Rutu	CERR’s Model Implementation Library for sharing radiomics and image segmentation models
Pankuch, Mark	P200: Understanding image artifacts for a prototype proton computed tomography scanner via Monte Carlo simulations
Pantelic, Milan	Deep Prostate MRI Image Understanding and Classification Based on Convolutional Neural Networks
Papaconstadopoulos, Pavlos	P018: Data driven plan QA to support large scale automation and adaptation
Papanikolaou, Niko	P061: An Ideal Planning Assistant Application for Guidance in Radiation Treatment Planning
Papanikolaou, Nikos	P141: Effects of varying statistical uncertainty using a Monte Carlo based treatment planning system
Papenberg, Nils	Deformable Image Registration using Structure Guidance for Dose Accumulation
Parent, Laure	P062: Automated characterisation of continuous portal imaging of radiotherapy FFF beams for SBRT verification
Park, Jong Min	P129: Modular design of sealed source applicator using Monte Carlo simulation for brachytherapy
Park, Jong Min	P009: Evaluation of the modulation degrees in APBI IMRT plans P045: Evaluation of the MR image-driven synthetic CT in prostate IMRT plans
Park, Seungwoo	P137: Design of Variable collimator systems for patient safety in Interventional procedure
Park, Yang	Generation of synthetic CT images for MRI-only proton therapy treatment planning using deep learning
Parkinson, Craig	P102: A Prediction Model Incorporating PET Radiomics for Lymph Node Metastases in Esophageal Cancer Patients
Parmar, Chintan	FAIR-Radiomics Infrastructure
Parodi, Katia	P200: Understanding image artifacts for a prototype proton computed tomography scanner via Monte Carlo simulations
Parodi, Katia	CBCT image correction with a Unet trained on 2D slices and 3D patches
Partanen, Mari	Radial response function of a parallel plate ionization chamber studied using EGSnrc software
Patel, Daxa	P059: Automated catheter reconstruction for TRUS HDR prostate brachytherapy
Patel, Rushil	P112: Secure-DICOM-Uploader: A platform for anonymising and transferring imaging data from hospital sites to remote repositories
Patera, Vincenzo	Development and applications of GPU-accelerated Monte Carlo code FRED for particle therapy
Patil, Ravindra	Using Artificial Intelligence and Radiomics to support cancer care decisions
Patriarca, Annalisa	Treatment plan evaluation in proton minibeam radiation therapy
Patrick, Haley	P064: Evaluation of analysis methods for dose monitoring in patients undergoing prostate radiotherapy
Pawlik-Niedzwiecka, Monika	Development and applications of GPU-accelerated Monte Carlo code FRED for particle therapy
Peet, Samuel	P078: Streamlining the radiotherapy working environment with an in-house developed web application
Pejović-Milić, Ana	P128: Monto Carlo simulation of radioactive cement for bone brachytherapy
Pelletier, Christopher	P073: Automatic segmentation of cardiac structures using B-spline deformation in breast cancer radiotherapy
Pellicioli, Paolo	P127: Monte Carlo study on the effect of gold compounds in radiotherapy
Perales,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment
Perkó, Zoltán	A novel system for fast and fully automated multi-criterial treatment planning for cervical cancer HDR brachytherapy
Perl, Joseph	Recent improvements in TOPAS-nBio for the efficient simulation of water radiolysis Monte Carlo track structure simulation study of the effect of radiation on neurons and their glial cells The TOPAS Tool for Particle Simulation: A flexible tool for Monte Carlo particle transport simulations
Perrot,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment
Persoon, Lucas	CorTx-RT: Service Oriented Architecture for Radiation Oncology Informatics
Persson, Gitte	MCMA Rising Stars 6: Anatomical changes vs. calculation approximations: Which causes larger dose distortions for proton therapy patients?
Persson, Linda	MCMA Rising Stars 2: Intrinsic energy response of microDiamond detectors at kilovoltage energy photon beams
Peterson, Steve	Comparing measured and simulated prompt gamma cross-section data for carbon target using AFRODITE clover detector system
Petringa,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment Improvement of ParticleHP with proton-boron fusion reaction in GEANT4 for medical applications P123: Status of the GEANT4 Advanced Examples for medical physics applications
Petringa, Giada	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
Pettersson, Niclas	Tracking bladder surface dose during radiotherapy for prostate cancers
Petts, James	P112: Secure-DICOM-Uploader: A platform for anonymising and transferring imaging data from hospital sites to remote repositories
Phillips, Christophe	Development and Validation of Online Personal Dosimetry Application Using Computational Method for Interventional Cardiology
Phillips, Mark	P065: Modeling the design and application of non-inferiority trials in radiotherapy
Phillips, Mark	Ontologies Session Overview and Introduction Application of an ontology--designed for purpose, standards for communication The use of ontology in automated extraction of clinical data for machine learning: A Bayesian network example
Phoenix, Ben	A New Prompt Gamma-Ray Detection System for 3D Range Verification in Proton Beam Therapy
Piersimoni, Pierluigi	Monte Carlo simulation of a micrometric dosimetry system based on the ALPIDE chip
Piersma, Hendrik	P114: Feasibility study to implement a platform independent Monte Carlo photon dose calculation engine
Pieters, Bradley R.	GPU parallelization of catheter position optimization for HDR prostate brachytherapy
Pin, A.	A Novel Automated Clinical Proton Therapy Patient Quality Assurance via Monte Carlo Simulations and Treatment Log Files
Pineau, Joelle	Improving health-care: challenges and opportunities for machine learning
Pipek,	P123: Status of the GEANT4 Advanced Examples for medical physics applications
Piron, Ophélie	A new EPID based adaptive radiotherapy method for predicting patient susceptibility to having gases
Piron, Ophélie	P090: Optimization of an unsupervised patient classification system from daily EPID images
Pirrene, Angelique	P015: Collision Detection of the Versa HD for ESAPI using Bullet Physics
Pisciotta,	P123: Status of the GEANT4 Advanced Examples for medical physics applications
Ploeger, Lennert	P024: Dealing with large scale legacy code in a critical clinical infrastructure
Pocanic, Dinko	Minimizing lymphocyte loss following radiation therapy treatments: machine learning approach
Pola, Andrea	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
Polan, Dan	Adapting the adaptive workflow using APIs, Events & Agents
Popescu, Tony	A full Monte Carlo inverse planning algorithm for trajectory-based VMAT with simultaneous couch and gantry rotation
Popovic, Marija	Effect of spherical applicator size on delivered dose during INTRABEAM intraoperative radiotherapy Monte Carlo calculation of the TG-43 dosimetry parameters for the INTRABEAM electronic brachytherapy source
Postuma, Ian	Monte Carlo study of the mixed neutron and photon background in an aBNCT treatment room
Poulsen, Per	P096: Experimental validation of an MLC tracking treatment simulator with dose reconstruction
Pozzi,	P123: Status of the GEANT4 Advanced Examples for medical physics applications
Pressello, Maria Cristina	P022: Study of machine learning application for Tomotherapy Delivery Quality Assurance: evaluation of plan machine performances
Prezado, Yolanda	Treatment plan evaluation in proton minibeam radiation therapy
Price, Gareth	Highlight talk: Clinical application of big data research: Towards a practical implementation of rapid learning for radiotherapy optimization P047: A neural network based approach to structure QA P079: Bayesian network structure for predicting two-year survival in patients diagnosed with lung cancer
Price, Robert A	Treatment Planning and Delivery Verification for Pulsed Low Dose Rate Radiotherapy
Price, Tony	A New Prompt Gamma-Ray Detection System for 3D Range Verification in Proton Beam Therapy
Protti, Nicoletta	Monte Carlo study of the mixed neutron and photon background in an aBNCT treatment room
Pryor, David	P087: Feature based quality assurance of image segmentation for clinical trials
Pu, Yuehu	P046: Improving proton dose calculation accuracy using deep learning
Puglia, Sebastiana	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
Pursley, Jennifer	P082: Quantitative versus qualitative evaluation of automatic segmentation
Puspitasari, Anggraeini	Monte Carlo track structure simulation study of the effect of radiation on neurons and their glial cells
Puts, Sander	P019: Implementation of machine learning models in clinical practice
Q
Quesada Molina,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment
Quispe, Basilia	P150: Determination of absorbed dose in eye lens and thyroid in thorax computed tomography studies
Quon, Harry	Understanding the influence of spatial radiation dose patterns on xerostomia: what they might be telling us. The feasibility of outcome-based treatment planning strategy to improve xerostomia symptom in head and neck cancer patients Normalized MR-based radiomics to predict xerostomia in head and neck cancer Voxel dose pattern for dysphagia among head and neck cancer patients receiving definitive radiotherapy
R
Raaymakers, Bas	Highlight talk: Fast automated IMRT optimization using deep-learned dose from a 2.5D generative adversarial network Exploration of methods for online plan adaptation on the 1.5T MR-linac
Rahim, Sulman	Dose calculation on upright cone beam CT
Rahman, Md Ashikur	P040: Patient Specific Quality Assurance (QA): Case of Cervical Cancer using Electronic Portal Imaging Device (EPID) and Matrix
Rahman, Md. Hafizur	P140: A Hybrid IMRT Technique for Treatment of Breast Cancer: A Dosimetric Study
Rahman, Mokhlesur	P140: A Hybrid IMRT Technique for Treatment of Breast Cancer: A Dosimetric Study P040: Patient Specific Quality Assurance (QA): Case of Cervical Cancer using Electronic Portal Imaging Device (EPID) and Matrix
Rai, Kamaljit	PROPEL, a multi-centre data collection system for radiotherapy analysis
Rai, Robba	Multiparametric MRI assessment of gross tumour volume and hippocampal changes over the course of brain cancer radiotherapy
Ramanathan, Vijitha	Comparing measured and simulated prompt gamma cross-section data for carbon target using AFRODITE clover detector system
Ramaseshan, Ramani	P108: A Method for Serving Linac Log File Data On-Demand for Analysis Using a GraphQL Application Programming Interface
Ramos Mendez, Jose	First experimental demonstration of ion-therapy planning that combines a clinical biological model with ionization detail Recent improvements in TOPAS-nBio for the efficient simulation of water radiolysis G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment A parameter study of chemistry simulation for DNA damage after proton irradiation with TOPAS-nBio Monte Carlo track structure simulation study of the effect of radiation on neurons and their glial cells MCMA Rising Stars 5: Cellular response to proton irradiation: a simulation study with TOPAS-nBio The TOPAS Tool for Particle Simulation: A flexible tool for Monte Carlo particle transport simulations
Ramírez, Cristina	P149: Monte Carlo Calculations of Absorbed Doses Associated to Helical CT
Ramírez, O. Daniel	Development report for the open source dose calculation and optimization toolkit matRad
Rana, Masud	P140: A Hybrid IMRT Technique for Treatment of Breast Cancer: A Dosimetric Study
Rana, Pratip	Infrastructure for a Radiation Oncology Quality Surveillance Program Health Information Gateway and Exchange (HINGE): Realizing the potential of Big data in Radiation Oncology
Rancati, Tiziana	Mechanistic modelling of radiation-therapy damage to microvasculature and of its effect on tissues surrounding tumour External validation of predictive models of toxicity Introducing information on gut microbiota into toxicity modelling: preliminary results from a clinical trial
Rangarajan, Venkatesh	Using Artificial Intelligence and Radiomics to support cancer care decisions
Rasmussen, Karl	P141: Effects of varying statistical uncertainty using a Monte Carlo based treatment planning system P061: An Ideal Planning Assistant Application for Guidance in Radiation Treatment Planning
Rato-Mendes, Pedro	P157: Proposal to reduce the effect of the nuclear cross sections in the imprecission of the PET protontherapy range verification
Rauco, Roberta	P022: Study of machine learning application for Tomotherapy Delivery Quality Assurance: evaluation of plan machine performances
Rault, Erwann	P120: Integration of the M6 Cyberknife in the Moderato Monte Carlo platform and prediction of beam parameters using machine learning
Ravkilde, Thomas	P096: Experimental validation of an MLC tracking treatment simulator with dose reconstruction
Regan, Paddy	A New Prompt Gamma-Ray Detection System for 3D Range Verification in Proton Beam Therapy
Reilly, Andrew	P021: Validation of forward projected EPID transit dosimetry for In Vivo dosimetry in an automated workflow & evaluation of initial patient data
Reinsberg, Stefan	Quantifying parotid compartment importance for post-radiotherapy function
Rembish, Jacob	P141: Effects of varying statistical uncertainty using a Monte Carlo based treatment planning system
Remondini, Daniel	P025: Filoblu: Sentiment Analysis Application to Doctor-Patient Interactions
Remy, Charlotte	MCMA Rising Stars 1: Monte Carlo evaluation of proton range uncertainties using photon-counting CT
Renaud, Marc-André	Large-scale dosimetric comparison of Ray Tracing and Monte Carlo recalculated doses for lung robotic SBRT plan
Reniers, Brigitte	P148: Microdosimetric study of nanoparticles-enhancend radiotherapies with Geant4-DNA. The Role of Monte Carlo in Source and Patient Characterization in Brachytherapy
Resch, Andreas Franz	MCMA Rising Stars 7: Benchmarking a GATE/Geant4 Monte Carlo model to support treatment planning towards MRI guided ion beam therapy P132: An automated computer assisted beam modelling tool for scanned proton beam therapy
Reymen, Bart	P019: Implementation of machine learning models in clinical practice
Reynaert, Nick	P120: Integration of the M6 Cyberknife in the Moderato Monte Carlo platform and prediction of beam parameters using machine learning
Reynolds, Hayley	P067: Detection and characterisation of prostate cancer from multiparametric MRI using machine learning techniques for focal radiotherapy
Rezvantalab, Amirreza	P042: Dermatology Level Dermoscopy Skin Cancer Classification Using Deep Convolutional Neural Networks (DCNN) Algorithm
Rinaldi, Ilaria	Development and applications of GPU-accelerated Monte Carlo code FRED for particle therapy
Rit, Simon	P200: Understanding image artifacts for a prototype proton computed tomography scanner via Monte Carlo simulations Respiratory motion model derived from CBCT projection data An analytical method to sample proton trajectories under the influence of multiple Coulomb scattering
Rivas, Sara	Generation of synthetic CT images for MRI-only proton therapy treatment planning using deep learning
Rivens, Ian	A systems oncology simulation framework for modelling 3D tumour spheroid response to radiation and hyperthermia treatments
Riyahi, Sadegh	Quantification of Local Metabolic Tumor Volume Changes by Registering Blended 18F-FDG PET-CT Images
Riyahi, Sadegh	Quantification of Pulmonary Nodule Spiculation Using Angle-Preserving Spherical Conformal Parameterization
Roach Iii, Mack	First experimental demonstration of ion-therapy planning that combines a clinical biological model with ionization detail
Robbins, Jennifer	Contour Generation with Realistic Inter-observer Variation P026: Comparing two web platforms for uncertainty simulation of external beam radiotherapy Modelling the effect of time varying organ deformations in head and neck cancer using a PCA model
Roberts, N.	Measurement and simulation of clinical electron beams in magnetic fields: considerations for MR-guided electron beam therapy
Rogers, D.W.O.	Update of the Carleton Laboratory for Radiotherapy Physics (CLRP) TG-43 parameter database for brachytherapy
Roggen, Toon	Highlight talk: Deep Learning Model for Markerless Tracking in Spinal SBRT Intra-Fraction SBRT Dose Calculation for Pancreas Cancer
Romano,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment P123: Status of the GEANT4 Advanced Examples for medical physics applications
Romano, Francesco	Validation of Geant4 fragmentation models for therapeutic 4He ion beams
Romero, Miguel	P081: Deep Learning, Medical Physics and Cargo Cult Science.
Ros, Ana	A dedicated Gate versatile module for Compton camera imaging
Rossi, Linda	P077: Multi-criterial MLC segmentation to minimize plan quality loss P013: Fully automated multi-criterial beam angle selection to drastically reduce the number of non-coplanar beams in prostate SBRT
Rousseau, Louis-Martin	Integrating DVH criteria into a column generation algorithm for VMAT
Royle, Gary	P115: Statistical limitations in particle imaging Predicting inter-fractional anatomical change in head and neck cancer patients using diffeomorphic image registration Simulations for the improvement of bone-equivalent materials for proton beam dosimetry
Rozario, Timothy	P006: Automatic Labeling of OARs in Head-and-Neck Region using Non-local 3DResNet
Rozenfeld, Anatoly	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation Electron track structure simulations in a gold nanoparticle using Geant4-DNA Validation of Geant4 fragmentation models for therapeutic 4He ion beams
Rucinski, Antoni	Development and applications of GPU-accelerated Monte Carlo code FRED for particle therapy
Russo,	P123: Status of the GEANT4 Advanced Examples for medical physics applications
Russo, Giorgio	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
Russo, Paolo	GEANT4 Monte Carlo simulations for virtual clinical trials in X-ray breast imaging Geant4 Monte Carlo calculation of normalized glandular dose coefficients in mammography Breast cancer rotational radiotherapy with a kilovoltage x-ray source: validated Monte Carlo phantom studies
Rv, Prasad	Using Artificial Intelligence and Radiomics to support cancer care decisions
Rønn Hansen, Christian	Modern mapping of local data for international distributed learning P109: Audit Data Tool for the DcmCollab Dose Plan Bank
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Sadeghnejad Barkousaraie, Azar	A Monte-Carlo Tree Game for Beam Orientation Optimization
Sadeghnejad Barkousaraie, Azar	Highlight talk: Real-time generation of Pareto 3D dose distributions for radiotherapy Deep Learning Neural Network for Beam Orientation Optimization P010: A reinforcement learning application of Guided Monte Carlo Tree Search algorithm for beam orientation selection in radiation therapy
Saenz, Daniel	P141: Effects of varying statistical uncertainty using a Monte Carlo based treatment planning system P061: An Ideal Planning Assistant Application for Guidance in Radiation Treatment Planning
Safai, Sairos	Towards FLASH proton therapy: Exploring dose rate distributions for different treatment plan and PBS machine characteristics P156: Monte Carlo evaluation of analytical dose calculations for proton therapy.
Safavi,	P123: Status of the GEANT4 Advanced Examples for medical physics applications
Safigholi, Habib	Update of the Carleton Laboratory for Radiotherapy Physics (CLRP) TG-43 parameter database for brachytherapy P042: Dermatology Level Dermoscopy Skin Cancer Classification Using Deep Convolutional Neural Networks (DCNN) Algorithm
Sage, John	P047: A neural network based approach to structure QA
Sahdra, Sandeep	PROPEL, a multi-centre data collection system for radiotherapy analysis
Saito, Hisahiro	P153: Monte Carlo simulation of myocardial perfusion single-photon emission computed tomography for texture analysis
Sakata,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment Electron track structure simulations in a gold nanoparticle using Geant4-DNA
Salomir, Rares V.	ICCR Rising Stars 5: Liver-ultrasound based motion model for lung tumour tracking in PBS proton therapy
Salomons, Gregory	P092: Measuring Registration and Motion Uncertainties in Brain Fractionated Stereotactic Radiation Therapy Patients Treated on a 3DOF vs a 6DOF Couch: Does a New 6DOF Couch Justify Zero PTV Margins?
Salvat, Francesc	Monte Carlo Codes, Physics and data
Samsøe, Eva	P109: Audit Data Tool for the DcmCollab Dose Plan Bank
Sandborg, Michael	P007: Segmentation of bones for radiation therapy from medical dual-energy computed tomography volumes using the 3D U-Net
Sandhu, B.S.	P126: Radiation shielding competence of WO3-MoO3-TeO2 glasses through Monte Carlo simulation
Sanford, Lana	Monte Carlo modelling of orthovoltage irradiators for radiobiology research – the impact of insufficient backscatter material Cloud based Monte Carlo independent dose calculation tool for Varian Linacs
Santus, Enrico	Using Deep Learning Algorithm to Extract Tumour Information from Pathology and Surgical Notes of Chondrosarcoma Patients
Sarmiento,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment
Sarno, Antonio	GEANT4 Monte Carlo simulations for virtual clinical trials in X-ray breast imaging Geant4 Monte Carlo calculation of normalized glandular dose coefficients in mammography Breast cancer rotational radiotherapy with a kilovoltage x-ray source: validated Monte Carlo phantom studies
Sarrut, David	A dedicated Gate versatile module for Compton camera imaging GaGa: GAN for GATE
Sarup, Nis	Modern mapping of local data for international distributed learning
Sas-Korczynska, Beata	Development and applications of GPU-accelerated Monte Carlo code FRED for particle therapy
Sasaki,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment
Sawkey, Daren	Development of a self-supervised autoencoder for anatomic classification of 3D data sets
Scheib, Stefan G.	Intra-Fraction SBRT Dose Calculation for Pancreas Cancer
Scheib, Stefan G.	Highlight talk: Deep Learning Model for Markerless Tracking in Spinal SBRT
Schellenberg, Devin	P038: Validation of a Radiomic Feature Extraction Module in DICOMautomaton
Schiavi, Angelo	Development and applications of GPU-accelerated Monte Carlo code FRED for particle therapy
Schipaanboord, Bas	P077: Multi-criterial MLC segmentation to minimize plan quality loss
Schmittbuhl, Matthieu	P030: JAWS3D – A 3D dose visualization software for dental application
Schneider, Christoph	P018: Data driven plan QA to support large scale automation and adaptation
Schneider, Tobias	Infrastructure for a Radiation Oncology Quality Surveillance Program Health Information Gateway and Exchange (HINGE): Realizing the potential of Big data in Radiation Oncology
Schuemann, Jan	Multi-scale Monte Carlo Simulations and Applications in Treatment Planning Recent improvements in TOPAS-nBio for the efficient simulation of water radiolysis A parameter study of chemistry simulation for DNA damage after proton irradiation with TOPAS-nBio Monte Carlo track structure simulation study of the effect of radiation on neurons and their glial cells MCMA Rising Stars 5: Cellular response to proton irradiation: a simulation study with TOPAS-nBio P046: Improving proton dose calculation accuracy using deep learning The TOPAS Tool for Particle Simulation: A flexible tool for Monte Carlo particle transport simulations
Schuit, Ewoud	Monte Carlo simulation of a modified model development method to deal with the high collinearity problem in NTCP modelling
Schulte, Reinhard	P200: Understanding image artifacts for a prototype proton computed tomography scanner via Monte Carlo simulations
Schulte, Reinhard	First experimental demonstration of ion-therapy planning that combines a clinical biological model with ionization detail
Scifoni, Emanuele	Development and applications of GPU-accelerated Monte Carlo code FRED for particle therapy
Scott, Eleanor	Modelling the effect of time varying organ deformations in head and neck cancer using a PCA model
Se Byeong, Lee	P135: Development of a TOPAS-based independent dose assessment system for pencil beam scanning in proton therapy
Sechopoulos,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment
Seetamsetty, Srinivas	P023: From research to treatment: how powerful, complex algorithms become a comprehensive clinical application for proton therapy
Seiersen, Klaus	P158: Dose perturbation effect of titanium cranial implants in proton beam therapy.
Seiler, Stephen	BI-RADS Features Oriented Semi-supervised Deep Learning for Breast Ultrasound Computer-Aided Diagnosis
Selva, Anna	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
Semionov, Alexandre	P100: Comparing the efficacy of SBRT and IMRT in reducing radiation induced pulmonary fibrosis
Serafini, Mara Serena	Introducing information on gut microbiota into toxicity modelling: preliminary results from a clinical trial
Serban, Monica	P099: Comparison of automated and pathologist assessment of radiation induced pulmonary fibrosis for Masson’s trichrome
Seret, Alain	Development and Validation of Online Personal Dosimetry Application Using Computational Method for Interventional Cardiology
Serra, Lucas	Introduction to Ontologies
Seuntjens, Jan	Opening Remarks Quantifying differences between theoretical models in calculations of Compton mass energy-transfer coefficients IAEA-AAPM TRS483 based reference dosimetry for the new biology guided radiotherapy system Monte Carlo determination of chamber correction factors for medium energy X-ray beams between 50 and 300 kV Radiomics-based decision-support system in renal cell carcinomas Deep learning in head & neck cancer prediction Effect of spherical applicator size on delivered dose during INTRABEAM intraoperative radiotherapy Monte Carlo calculation of the TG-43 dosimetry parameters for the INTRABEAM electronic brachytherapy source P099: Comparison of automated and pathologist assessment of radiation induced pulmonary fibrosis for Masson’s trichrome P100: Comparing the efficacy of SBRT and IMRT in reducing radiation induced pulmonary fibrosis P033: Correlation coefficient: a poor metric for multi-class classification Monte Carlo quantification of statistical risk when using a surrogate radiomic marker Adapting classifiers to work with imbalanced data in machine learning Future Role of Monte Carlo in Medical Applications Large-scale dosimetric comparison of Ray Tracing and Monte Carlo recalculated doses for lung robotic SBRT plan
Seuntjens, Jan	MCMA Rising Stars 4: Cherenkov emission-based dosimetry: Detection angle and aperture study
Shahrezaei, Mohammad Adel	Infrastructure for a Radiation Oncology Quality Surveillance Program Health Information Gateway and Exchange (HINGE): Realizing the potential of Big data in Radiation Oncology
Shao, Yiping	gPET: An efficient and accurate simulation tool for PET via GPU-based Monte Carlo
Sharfo, Abdul Wahab	P013: Fully automated multi-criterial beam angle selection to drastically reduce the number of non-coplanar beams in prostate SBRT
Sharma, Amandeep	P126: Radiation shielding competence of WO3-MoO3-TeO2 glasses through Monte Carlo simulation
Sharma, Ricky	Respiratory motion model derived from CBCT projection data
Sharp, Gregory	P082: Quantitative versus qualitative evaluation of automatic segmentation
Shearman, Robert	A New Prompt Gamma-Ray Detection System for 3D Range Verification in Proton Beam Therapy
Shearshen, David	Deep Prostate MRI Image Understanding and Classification Based on Convolutional Neural Networks
Sheikh, Khadija	The feasibility of outcome-based treatment planning strategy to improve xerostomia symptom in head and neck cancer patients Normalized MR-based radiomics to predict xerostomia in head and neck cancer Voxel dose pattern for dysphagia among head and neck cancer patients receiving definitive radiotherapy
Shen, Chenyang	Intensity Modulated Small Animal Radiotherapy Treatment Planning using a Movable Rectangular Collimator Highlight talk: Using a Bayesian neural network approximation to quantify the uncertainty in segmentation prediction on prostate cancer AutoBrachy: an Automated Treatment Planning, Quality Assurance and Documentation System for High-Dose-Rate Brachytherapy of Gynecological Cancer Sigmoid Segmentation via a Human-Like Deep Learning Approach Deep-learning based Automatic Digitization of Interstitial Needles in High Dose-rate Brachytherapy Highlight talk: Real-time generation of Pareto 3D dose distributions for radiotherapy Intelligent Parameter Tuning for Iterative CT Reconstruction Via Quality-guided Deep Reinforcement Learning P002: Virtual Treatment Planner for Radiation Therapy via Deep Reinforcement Learning P003: Deep learning-based reconstruction-aware sinogram denoising for low dose CT
Shenouda, George	Deep learning in head & neck cancer prediction
Shevtsov, Aleksey	P084: Clinical evaluation of deep learning methods for brain tumor contouring
Shi, Mengying	P147: A fast method for image simulation of electronic portal imaging devices (EPIDs) Fast simulation of megavoltage images using multi-layered detector model A Monte Carlo study of the impact of phantom electron termination on EPID image quality and simulation time
Shi, Zhenwei	Comparison of machine learning algorithms to predict lymph nodes in oral cavity squamous cell carcinoma Highlight talk: Radiomics in Magnetic Resonance Imaging of cervix cancer patients: the need of harmonization and standardization FAIR-Radiomics Infrastructure CT-based Radiomics Predicting HPV Status in Head and Neck Squamous Cell Carcinoma Machine learning helps identifying relations and potential biases in radiomics-based prediction models P031: Mortality Risk Stratification Model based on Radiomic Features Only: Analysis of Public Open Access Head and Neck Cancer Data P034: “Distributed Radiomics” - a signature validation study using a Personal Health Train infrastructure P035: Learning from scanners: noise reduction and feature correction in Radiomics P102: A Prediction Model Incorporating PET Radiomics for Lymph Node Metastases in Esophageal Cancer Patients
Shibutani, Takayuki	P153: Monte Carlo simulation of myocardial perfusion single-photon emission computed tomography for texture analysis
Shiinoki, Takehiro	P008: Automated lung tumour detection in colour fluoroscopic images based on a deep learning for real-time tumour tracking radiotherapy
Shim, Sojin	P156: Monte Carlo evaluation of analytical dose calculations for proton therapy.
Shimizu, Morihito	P125: Comparison of simulations by EGS5 and PENELOPE 2014 P139: Parallel Monte Carlo implementation of EGS5 with MPI (EGS5-MPI) for large-scale radiation transport simulation
Shin, Jungwook	The TOPAS Tool for Particle Simulation: A flexible tool for Monte Carlo particle transport simulations DICOM-RT Ion interface to utilize Monte Carlo simulations in routine clinical workflow for proton pencil beam radiotherapy
Shin, Seong Soo	P121: Optimization of target thickness on angular dose distributions of a truncated conical-shaped transmission type X-ray tube: A Monte Carlo simulation
Shipley, David	Experimental benchmarking of Monte Carlo based detector response simulations in magnetic fields Investigation of small-cavity chamber response in the presence of magnetic fields Monte Carlo demonstration of the air-gap effect for alanine dosimeters in B-field
Shirokikh, Boris	P084: Clinical evaluation of deep learning methods for brain tumor contouring
Shortall, Jane	Contour Generation with Realistic Inter-observer Variation P026: Comparing two web platforms for uncertainty simulation of external beam radiotherapy
Shpitser, Ilya	Understanding the influence of spatial radiation dose patterns on xerostomia: what they might be telling us. The feasibility of outcome-based treatment planning strategy to improve xerostomia symptom in head and neck cancer patients Causal Inference and Applications in Medicine and Radiotherapy
Shusharina, Nadya	A novel machine learning-Bayesian network model for prediction of radiation pneumonitis: Importance of mid-treatment information
Siddiqui, Farzan	On the impact of the training dataset on a deep fully convolutional neural network (DFCNN) for automatic segmentation of the prostate gland on CT images P041: Radiomics analysis of lymph nodes for prediction of extracapsular nodal extension from CT images in head and neck cancers Radiomics analysis for classification of head and neck cancers human papilloma virus status
Siddiqui, Sauleh	Understanding the influence of spatial radiation dose patterns on xerostomia: what they might be telling us. The feasibility of outcome-based treatment planning strategy to improve xerostomia symptom in head and neck cancer patients
Sidhom, Mark	P087: Feature based quality assurance of image segmentation for clinical trials
Siebers, Jeffrey	P029: Obtaining real-time EPID-image based error detection thresholds via supervised learning.
Siebers, Jeffrey	P069: Quantifying the Impact of Organ-At-Risk Delineation Variability in the Context of Patient Setup Uncertainty
Sikkes, Gonda	Exploration of methods for online plan adaptation on the 1.5T MR-linac
Silva, Alvin	Radiomics-based decision-support system in renal cell carcinomas
Silva, Mariana	Use of a 3D generative adversarial network to create synthetic-CT for MRI-based radiation therapy
Simard, Mikael	The potential of photon-counting CT for quantitative contrast-enhanced imaging in radiotherapy using a maximum a posteriori estimator
Simard, Mikaël	MCMA Rising Stars 1: Monte Carlo evaluation of proton range uncertainties using photon-counting CT
Simon, Anne Catherine	Development and association of new metrics of dose and image quality for optimizing protocols in CT imaging
Simpson,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment
Singh, Bhajan	P126: Radiation shielding competence of WO3-MoO3-TeO2 glasses through Monte Carlo simulation
Singh, Gaganpreet	P101: Development of indigenous tool for analysis of large dataset of dose volume histograms
Skinnerup Byskov, Camilla	P083: Evaluation of MRI atlas-based automatic segmentations for organs at risk in the brain
Skouboe, Simon	P096: Experimental validation of an MLC tracking treatment simulator with dose reconstruction
Skrzypek, Agata	Development and applications of GPU-accelerated Monte Carlo code FRED for particle therapy
Skyt, Peter Sandegaard	P158: Dose perturbation effect of titanium cranial implants in proton beam therapy.
Sleeman Iv, William	Infrastructure for a Radiation Oncology Quality Surveillance Program Health Information Gateway and Exchange (HINGE): Realizing the potential of Big data in Radiation Oncology P016: How VHA’s Radiotherapy Incident Reporting and Analysis System (RIRAS) is making an impact on the quality and safety of radiotherapy? Rule-based pattern matching and text extraction from radiotherapy clinical notes: is there a match?
Sloan, Lindsey	Voxel dose pattern for dysphagia among head and neck cancer patients receiving definitive radiotherapy
Smeenk, Robert Jan	P020: Clinical implementation of plan quality control for automated prostate planning
Smith, Wade	P065: Modeling the design and application of non-inferiority trials in radiotherapy
Snyder, James	Hand-Crafted Radiomic Features Predict GBM Patient-Specific Survival
Sobolewski, Matthew	Open source tools for converting 40 ms resolution trf Elekta log files into DICOM RT Plan format for log file-derived dose reconstruction
Sofia Korreman, Stine	P083: Evaluation of MRI atlas-based automatic segmentations for organs at risk in the brain
Solberg, Timothy	P081: Deep Learning, Medical Physics and Cargo Cult Science.
Solfaroli Camillocci, Elena	Interfacing a nuclear interaction model (BLOB) with Geant4 Preliminary results in using Deep Learning to emulate BLOB, a nuclear interaction model
Sollazzo, Alice	Modeling of time and spatial evolution of cell nuclear foci induced by mixed radiation (X and alpha)
Son, Jae Man	P009: Evaluation of the modulation degrees in APBI IMRT plans P045: Evaluation of the MR image-driven synthetic CT in prostate IMRT plans
Song, Changhoon	P143: Comparison of dosimetric and radiobiological parameters on the different VMAT techniques for left-sided breast cancer
Sonke, Jan-Jakob	Hybrid 2D/4D MRI for motion management in liver radiotherapy
Soroush, Mohtashami	P124: Investigating and measuring the effect of nano diamond on radiation shields
Sosa, Modesto	P150: Determination of absorbed dose in eye lens and thyroid in thorax computed tomography studies
Sotiropoulos, Georgios	Hybrid 2D/4D MRI for motion management in liver radiotherapy
Sottiaux, Alain	P133: Systematic Monte Carlo dose verification of VMAT treatment plans for TrueBeam linac using PRIMO P110: Performing QA with hybrid devices: automation and centralization of results
Souhami, Luis	P064: Evaluation of analysis methods for dose monitoring in patients undergoing prostate radiotherapy
Soulen, Micheal	Radiomics-based decision-support system in renal cell carcinomas
Souris, Kevin	Generation of synthetic CT images for MRI-only proton therapy treatment planning using deep learning
Speight, Richard	P071: Current status of the clinical use, commissioning and QA of Deformable Image Registration in UK radiotherapy centres
Spezi, Emiliano	P116: Radiotherapy Dose calculation in Oesophageal Cancer: Comparison of Analytical and Monte Carlo Methods P102: A Prediction Model Incorporating PET Radiomics for Lymph Node Metastases in Esophageal Cancer Patients
Spiga, Jenny	P127: Monte Carlo study on the effect of gold compounds in radiotherapy
Stampanoni, M.F.M.	Measurement and simulation of clinical electron beams in magnetic fields: considerations for MR-guided electron beam therapy Extending EGSnrc with a Sum Over Paths Algorithm for Simulations of X-ray Grating Interferometry Modules
Stathakis, Sotirios	P141: Effects of varying statistical uncertainty using a Monte Carlo based treatment planning system P061: An Ideal Planning Assistant Application for Guidance in Radiation Treatment Planning
Stavropoulos, S. William	Radiomics-based decision-support system in renal cell carcinomas
Sterpin, Edmond	Generation of synthetic CT images for MRI-only proton therapy treatment planning using deep learning Three-Dimensional Dose Prediction for Lung IMRT Patients with Variable Beam Configuration using Deep Neural Networks
Stiller, Wolfram	P075: Dosimetric calibration and validation of spectral CT-based stopping power prediction for particle therapy planning
Struelens, Lara	P146: Calculation of cellular S-values for Polygonal Mesh models: The impact of a realistic cell representation Modeling SPECT auto-contouring acquisition for 177Lu Molecular RadioTherapy (MRT) using new developments in GATE/ GEANT4
Su, Shiqin	A full Monte Carlo inverse planning algorithm for trajectory-based VMAT with simultaneous couch and gantry rotation
Su, Xiaoping	P105: Deep-Mining lncRNA transcriptomics of breast cancer by TCGA RNA-Seq data
Suh, Tae Suk	P201: Determination of Dosimetric Parameters for Vacuum-sealed Miniature X-ray Brachytherapy Tube P144: Development of Volumetric Independent Dose Calculation System for Adaptive Brachytherapy
Sun, Yu	P067: Detection and characterisation of prostate cancer from multiparametric MRI using machine learning techniques for focal radiotherapy
Sun, Zhen	Highlight talk: On the development of an AI based Incident Learning Framework for Clinical Workflow
Syed, Khajamoinuddin	Rule-based pattern matching and text extraction from radiotherapy clinical notes: is there a match?
Syed, Khajamoinuddin	Infrastructure for a Radiation Oncology Quality Surveillance Program Health Information Gateway and Exchange (HINGE): Realizing the potential of Big data in Radiation Oncology
Sykes, Jonathan	P036: Radiomics model of overall survival from non-small lung cancer using a distributed learning platform
Szmul, Adam	Objective CT-based imaging biomarkers to quantify the evolution of radiation-induced lung damage
Szpala, Stanley	P054: Robust picket fence quantification
Sánchez, José	P007: Segmentation of bones for radiation therapy from medical dual-energy computed tomography volumes using the 3D U-Net
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Tabriez, Mohammed	PROPEL, a multi-centre data collection system for radiotherapy analysis
Tamborino, Giulia	P146: Calculation of cellular S-values for Polygonal Mesh models: The impact of a realistic cell representation
Tamm, Fredrik	P138: The coupled photon/electron Monte Carlo transport code in the RayStation treatment planning system
Tan, Jun	AutoBrachy: an Automated Treatment Planning, Quality Assurance and Documentation System for High-Dose-Rate Brachytherapy of Gynecological Cancer
Tan, Shan	Quantification of Local Metabolic Tumor Volume Changes by Registering Blended 18F-FDG PET-CT Images
Tan, Wenyong	Predicting inter-fractional anatomical change in head and neck cancer patients using diffeomorphic image registration
Tannenbaum, Allen	Quantification of Pulmonary Nodule Spiculation Using Angle-Preserving Spherical Conformal Parameterization
Tartas, Adrianna	DNA damage in cancer cells exposed to beta radiation measured experimentally and modeled in Monte Carlo simulations Modeling of chromosome aberrations after combined exposure to X-rays and alpha particles Modeling of time and spatial evolution of cell nuclear foci induced by mixed radiation (X and alpha)
Taylor, Michael	A New Prompt Gamma-Ray Detection System for 3D Range Verification in Proton Beam Therapy
Taylor, R.E.P.	Update of the Carleton Laboratory for Radiotherapy Physics (CLRP) TG-43 parameter database for brachytherapy
Taylor, Russell	Understanding the influence of spatial radiation dose patterns on xerostomia: what they might be telling us. The feasibility of outcome-based treatment planning strategy to improve xerostomia symptom in head and neck cancer patients
Ten Haken, Randall	A Quantum Inspired Algorithm for Radiotherapy Planning Optimization
Tenhunen, Mikko	Radial response function of a parallel plate ionization chamber studied using EGSnrc software
ter Haar, Gail	A systems oncology simulation framework for modelling 3D tumour spheroid response to radiation and hyperthermia treatments
Terribilini, Dario	P011: Evaluation of potential dosimetric benefits for dynamic trajectory radiotherapy compared to VMAT
Teske, Hendrik	Articulated Skeleton Model Meets Iterative Registration Process to Reliably Detect Posture Changes of Head and Neck Cancer Patients
Tessarini, Stefan	Extending EGSnrc with a Sum Over Paths Algorithm for Simulations of X-ray Grating Interferometry Modules
Tessier, Frédéric	Sensitivity of Monte Carlo calculated kQ factors to ionization chamber details
Testa, Etienne	Simulation of micro- nanodosimetry spectra and free radicals with Geant4-DNA, LQD, PHYCHEML, CHEM for ion beams A dedicated Gate versatile module for Compton camera imaging
Teuwen, Jonas	Attenuation and scatter correction of portal images in the MR-Linac using Deep learning
Thielemans, Kris	Respiratory motion model derived from CBCT projection data
Thomas, Kimberly	Predicting distant failure after radiotherapy in cervix cancer via automated multi-objective model
Thomas, Simon	P049: Implementation of an independent three dimensional dose calculation to streamline Tomotherapy delivery verification using on board exit detector
Thomas, Steven	Quantifying parotid compartment importance for post-radiotherapy function
Thomson, Rowan	MCMA Rising Stars 3: Towards multiscale simulations with EGSnrc: tests on cellular length scales Modelling Low-energy Electron Transport: Departures from Classical Monte Carlo Dynamic model-based dosimetry of permanent implant brachytherapy Update of the Carleton Laboratory for Radiotherapy Physics (CLRP) TG-43 parameter database for brachytherapy P103: Machine learning techniques in microdosimetry: application to energy deposition within cell populations
Thor, Maria	CERR’s Model Implementation Library for sharing radiomics and image segmentation models P037: Radiomics-based random forest classifier for detecting dental artifacts in CT
Thwaites, David	P036: Radiomics model of overall survival from non-small lung cancer using a distributed learning platform
Tijssen, Rob	Exploration of methods for online plan adaptation on the 1.5T MR-linac
Tilly, David	Probabilistic optimization of the percentile dosage for cervix patients
Timmerman, Robert	Generation of synthetic CT images for MRI-only proton therapy treatment planning using deep learning
Tomal, Alessandra	Machine learning and the glandular dose estimation on homogeneous breasts in mammography
Tomal, Alessandra	Evaluation of antiscatter grid performance in pediatric patients via Monte Carlo Simulation
Tommasino, Francesco	Development and applications of GPU-accelerated Monte Carlo code FRED for particle therapy
Tomsej, Milàn	P133: Systematic Monte Carlo dose verification of VMAT treatment plans for TrueBeam linac using PRIMO P110: Performing QA with hybrid devices: automation and centralization of results
Torres-Xirau, Iban	Attenuation and scatter correction of portal images in the MR-Linac using Deep learning
Torsti, Tuomas	Varian Dose Distribution Distance Metric: an improved gamma-analysis metric for comparing dose distributions
Toshito,	G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment
Townson, Reid	Sensitivity of Monte Carlo calculated kQ factors to ionization chamber details
Traini, Giacomo	Interfacing a nuclear interaction model (BLOB) with Geant4 Preliminary results in using Deep Learning to emulate BLOB, a nuclear interaction model
Tran, Elena Huong	Geometric accuracy of surrogate-driven respiratory motion models for MR-guided lung radiotherapy In silico validation of motion-including dose reconstruction for MR-guided lung SBRT using a patient specific motion model Respiratory motion models built using MR-derived signals and different amounts of MR image data from multi-slice acquisitions
Tran, Hoang N.	Electron track structure simulations in a gold nanoparticle using Geant4-DNA
Tran, Linh	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
Traverso, Alberto	ICCR Rising Stars 2: Generalized Feature Analysis for Radiotherapy Application to Head and Neck Outcome Predictions Comparison of machine learning algorithms to predict lymph nodes in oral cavity squamous cell carcinoma Highlight talk: Radiomics in Magnetic Resonance Imaging of cervix cancer patients: the need of harmonization and standardization Machine learning helps identifying relations and potential biases in radiomics-based prediction models P034: “Distributed Radiomics” - a signature validation study using a Personal Health Train infrastructure P035: Learning from scanners: noise reduction and feature correction in Radiomics
Tsai, Min-Yu	P003: Deep learning-based reconstruction-aware sinogram denoising for low dose CT
Tseng, Huan-Hsin	A Quantum Inspired Algorithm for Radiotherapy Planning Optimization
Tsui, James	P100: Comparing the efficacy of SBRT and IMRT in reducing radiation induced pulmonary fibrosis
Tucciariello, Raffaele M	Geant4 Monte Carlo calculation of normalized glandular dose coefficients in mammography
Tudisco, Salvatore	Relative Biological Effectiveness evaluation at CATANA protontherapy ocular beamline: experiments and Monte Carlo simulation
Tyagi, Atul	P101: Development of indigenous tool for analysis of large dataset of dose volume histograms
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Unkelbach, Jan	Fractionation considerations in jointly optimized photon–carbon ion treatment plans
Ureba, Ana	P151: Feasibility study of the use of nanoparticles as theranostic agent in Radiotherapy.
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Valdagni, Riccardo	Mechanistic modelling of radiation-therapy damage to microvasculature and of its effect on tissues surrounding tumour Introducing information on gut microbiota into toxicity modelling: preliminary results from a clinical trial
Valdes, Gilmer	P081: Deep Learning, Medical Physics and Cargo Cult Science.
Valencia Lozano, Ingrid	A Monte Carlo study of the impact of phantom electron termination on EPID image quality and simulation time
Valle, Serena Marta	P155: FLUKA simulation of target fragmentation in Protontherapy
Vallières, Martin	Educational Lecture: Radiomics: the Image Biomarker Standardisation Initiative (IBSI) Towards Patient Specific Microdosimetry Radiomics-based decision-support system in renal cell carcinomas Deep learning in head & neck cancer prediction P033: Correlation coefficient: a poor metric for multi-class classification Monte Carlo quantification of statistical risk when using a surrogate radiomic marker Adapting classifiers to work with imbalanced data in machine learning
van Asselen, Bram	Exploration of methods for online plan adaptation on the 1.5T MR-linac
van Bruggen, Ilse	Fully automated treatment planning of deliverable VMAT by machine learning dose prediction and mimicking optimization in HNC
van de Lindt, Tessa	Hybrid 2D/4D MRI for motion management in liver radiotherapy
van de Water, Steven	Towards FLASH proton therapy: Exploring dose rate distributions for different treatment plan and PBS machine characteristics
Van Delinder, Kurt	P128: Monto Carlo simulation of radioactive cement for bone brachytherapy
Van den Bosch, Lisa	Monte Carlo simulation of a modified model development method to deal with the high collinearity problem in NTCP modelling
van der Heide, Uulke	Hybrid 2D/4D MRI for motion management in liver radiotherapy Attenuation and scatter correction of portal images in the MR-Linac using Deep learning
Van der Heyden, Brent	P001: Deep learning for error detection in EPID dosimetry: A proof of concept
van der Kruijssen, Frank	CorTx-RT: Service Oriented Architecture for Radiation Oncology Informatics
van der Meer, Marjolein C.	GPU parallelization of catheter position optimization for HDR prostate brachytherapy
van der Schaaf, Arjen	Monte Carlo simulation of a modified model development method to deal with the high collinearity problem in NTCP modelling
Van Elmpt, Wouter	Fully automated NTCP triggered radiation therapy adaptation in non small cell lung cancer
van Haveren, Rens	Automatic parameter tuning of an algorithm for fast automated Pareto-optimal treatment plan generation
van Herk, Marcel	Highlight talk: Restoring a Data General Nova computer used in the first CT scanner ICCR Rising Stars 6: Optimising methodology for 4DCT radiomic feature extraction to predict distant failure in NSCLC patients treated with SBRT Prognostication of vascular calcification identified in 4DCT of lung cancer treated with stereotactic body radiation therapy Highlight talk: Clinical application of big data research: Towards a practical implementation of rapid learning for radiotherapy optimization Transfer Learning for Sarcopenia Segmentation Radial radiomics: do higher pixel values outside the GTV predict for worse survival in early stage lung cancer Contour Generation with Realistic Inter-observer Variation P026: Comparing two web platforms for uncertainty simulation of external beam radiotherapy Modelling the effect of time varying organ deformations in head and neck cancer using a PCA model
van Kollenburg, Peter	P020: Clinical implementation of plan quality control for automated prostate planning
van Mourik, Anke	P024: Dealing with large scale legacy code in a critical clinical infrastructure
van Soest, Johan	FHIR-ifying Radiotherapy Data: Towards data driven Radiation Oncology P066: A rapid Learning model for cervical cancer P079: Bayesian network structure for predicting two-year survival in patients diagnosed with lung cancer
Vanache, Didier	P133: Systematic Monte Carlo dose verification of VMAT treatment plans for TrueBeam linac using PRIMO P110: Performing QA with hybrid devices: automation and centralization of results
Vandermeer, Aaron	P059: Automated catheter reconstruction for TRUS HDR prostate brachytherapy
Vangenderen, Brandon	P108: A Method for Serving Linac Log File Data On-Demand for Analysis Using a GraphQL Application Programming Interface
Vanhavere, Filip	Development and Validation of Online Personal Dosimetry Application Using Computational Method for Interventional Cardiology
Varfalvy, Nicolas	A new EPID based adaptive radiotherapy method for predicting patient susceptibility to having gases P090: Optimization of an unsupervised patient classification system from daily EPID images
Varsta, Markus	Adapting the adaptive workflow using APIs, Events & Agents
Vasquez Osorio, Eliana	Prognostication of vascular calcification identified in 4DCT of lung cancer treated with stereotactic body radiation therapy Contour Generation with Realistic Inter-observer Variation P026: Comparing two web platforms for uncertainty simulation of external beam radiotherapy Modelling the effect of time varying organ deformations in head and neck cancer using a PCA model
Vasseur, Aurélien	P051: Quality assurance based on portal imaging using artificial neural network methods for Varian and Elekta linacs
Veeraraghavan, Harini	Cross modality educed deep learning applied to image segmentation for radiation therapy CERR’s Model Implementation Library for sharing radiomics and image segmentation models
Veiga, Catarina	Objective CT-based imaging biomarkers to quantify the evolution of radiation-induced lung damage
Vela, Oscar	P157: Proposal to reduce the effect of the nuclear cross sections in the imprecission of the PET protontherapy range verification
Veneran, Joanne	P060: A dashboard to monitor Quality Check List items in MOSAIQ
Verhaegen, Frank	Fully automated NTCP triggered radiation therapy adaptation in non small cell lung cancer P001: Deep learning for error detection in EPID dosimetry: A proof of concept P044: A Novel Method of Calibration for Improving Accuracy and Sensitivity in Dual Energy Computed Tomography Perfusion
Vestergaard, Anne	P158: Dose perturbation effect of titanium cranial implants in proton beam therapy.
Veugen, Joeri	P019: Implementation of machine learning models in clinical practice
Vial, Philip	P052: Pitfalls and lessons of in-house software development learned from developing PlanChecker: a tool for automated quality control of radiotherapy plan transfer from the planning system to the R&V system
Vieillevigne, Laure	P062: Automated characterisation of continuous portal imaging of radiotherapy FFF beams for SBRT verification
Vijande, Javier	The Role of Monte Carlo in the Validation and Commissioning of Advanced Dose Calculation Algorithms
Villa, Sergio	Introducing information on gut microbiota into toxicity modelling: preliminary results from a clinical trial
Villegas Navarro, Fernanda	Towards Patient Specific Microdosimetry
Vincent, Marion	Development and association of new metrics of dose and image quality for optimizing protocols in CT imaging
Vinod, Shalini	P036: Radiomics model of overall survival from non-small lung cancer using a distributed learning platform
Vistoli, Cristina	P025: Filoblu: Sentiment Analysis Application to Doctor-Patient Interactions
Visvikis, Dimitris	Enhanced mesh surface modeling with virtual continuous envelope Optimizing Beam Selection for Non-Coplanar VMAT Treatment Planning with Simulated Annealing
Voena, Cecilia	P025: Filoblu: Sentiment Analysis Application to Doctor-Patient Interactions
Volken, Werner	Extending EGSnrc with a Sum Over Paths Algorithm for Simulations of X-ray Grating Interferometry Modules P011: Evaluation of potential dosimetric benefits for dynamic trajectory radiotherapy compared to VMAT
Voncken, Francine	Hybrid 2D/4D MRI for motion management in liver radiotherapy
Voong, K.Ranh	Exploring the Relationship of Radiation Dose Exposed to the Length of Esophagus and Weight Loss in Patients with NSCLC
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Wagner, Antoine	P120: Integration of the M6 Cyberknife in the Moderato Monte Carlo platform and prediction of beam parameters using machine learning
Wahl, Niklas	Highlight talk: Confidence constraints for probabilistic radiotherapy treatment planning ICCR Rising Stars 1: Closed-form modeling of biological uncertainties in carbon ion therapy Impact of Gaussian uncertainty assumptions for probabilistic optimization considering range errors Development report for the open source dose calculation and optimization toolkit matRad
Wang, Adam	P147: A fast method for image simulation of electronic portal imaging devices (EPIDs)
Wang, Jing	Predicting distant failure after radiotherapy in cervix cancer via automated multi-objective model U-net based deformation vector field estimation for motion-compensated 4D-CBCT reconstruction
Wang, Li Ming	P099: Comparison of automated and pathologist assessment of radiation induced pulmonary fibrosis for Masson’s trichrome P100: Comparing the efficacy of SBRT and IMRT in reducing radiation induced pulmonary fibrosis
Wang, Xiaoya Judy	Quantifying differences between theoretical models in calculations of Compton mass energy-transfer coefficients
Watson, Peter	Effect of spherical applicator size on delivered dose during INTRABEAM intraoperative radiotherapy Monte Carlo calculation of the TG-43 dosimetry parameters for the INTRABEAM electronic brachytherapy source
Weber, Damien C.	Towards FLASH proton therapy: Exploring dose rate distributions for different treatment plan and PBS machine characteristics ICCR Rising Stars 5: Liver-ultrasound based motion model for lung tumour tracking in PBS proton therapy MCMA Rising Stars 6: Anatomical changes vs. calculation approximations: Which causes larger dose distortions for proton therapy patients? P156: Monte Carlo evaluation of analytical dose calculations for proton therapy. P012: IMPT plan generation in under ten seconds
Webster, Gareth	PROPEL, a multi-centre data collection system for radiotherapy analysis
Wee, Leonard	ICCR Rising Stars 2: Generalized Feature Analysis for Radiotherapy Application to Head and Neck Outcome Predictions Comparison of machine learning algorithms to predict lymph nodes in oral cavity squamous cell carcinoma Highlight talk: Radiomics in Magnetic Resonance Imaging of cervix cancer patients: the need of harmonization and standardization FAIR-Radiomics Infrastructure Using Deep Learning Algorithm to Extract Tumour Information from Pathology and Surgical Notes of Chondrosarcoma Patients CT-based Radiomics Predicting HPV Status in Head and Neck Squamous Cell Carcinoma FHIR-ifying Radiotherapy Data: Towards data driven Radiation Oncology Machine learning helps identifying relations and potential biases in radiomics-based prediction models P031: Mortality Risk Stratification Model based on Radiomic Features Only: Analysis of Public Open Access Head and Neck Cancer Data P034: “Distributed Radiomics” - a signature validation study using a Personal Health Train infrastructure P079: Bayesian network structure for predicting two-year survival in patients diagnosed with lung cancer P035: Learning from scanners: noise reduction and feature correction in Radiomics P102: A Prediction Model Incorporating PET Radiomics for Lymph Node Metastases in Esophageal Cancer Patients Using Artificial Intelligence and Radiomics to support cancer care decisions
Wei, Ran	Real-time tumour localization with single x-ray projection at arbitrary gantry angle using deep learning
Weiss, Jessica	Highlight talk: Radiomics in Magnetic Resonance Imaging of cervix cancer patients: the need of harmonization and standardization
Welch, Mattea	ICCR Rising Stars 2: Generalized Feature Analysis for Radiotherapy Application to Head and Neck Outcome Predictions Comparison of machine learning algorithms to predict lymph nodes in oral cavity squamous cell carcinoma Highlight talk: Radiomics in Magnetic Resonance Imaging of cervix cancer patients: the need of harmonization and standardization CT-based Radiomics Predicting HPV Status in Head and Neck Squamous Cell Carcinoma Machine learning helps identifying relations and potential biases in radiomics-based prediction models P031: Mortality Risk Stratification Model based on Radiomic Features Only: Analysis of Public Open Access Head and Neck Cancer Data
Weller, Jochen	CBCT image correction with a Unet trained on 2D slices and 3D patches
Wen, Ning	On the impact of the training dataset on a deep fully convolutional neural network (DFCNN) for automatic segmentation of the prostate gland on CT images Highlight talk: On the development of an AI based Incident Learning Framework for Clinical Workflow Hand-Crafted Radiomic Features Predict GBM Patient-Specific Survival Deep Prostate MRI Image Understanding and Classification Based on Convolutional Neural Networks
Werensteijn-Honingh, Anita	Exploration of methods for online plan adaptation on the 1.5T MR-linac
Wesp, Philipp	P200: Understanding image artifacts for a prototype proton computed tomography scanner via Monte Carlo simulations
Wessels, Claas	Intra-Fraction SBRT Dose Calculation for Pancreas Cancer
Wetscherek, Andreas	Geometric accuracy of surrogate-driven respiratory motion models for MR-guided lung radiotherapy In silico validation of motion-including dose reconstruction for MR-guided lung SBRT using a patient specific motion model Respiratory motion models built using MR-derived signals and different amounts of MR image data from multi-slice acquisitions
White, Mark	P112: Secure-DICOM-Uploader: A platform for anonymising and transferring imaging data from hospital sites to remote repositories
Whybra, Philip	P102: A Prediction Model Incorporating PET Radiomics for Lymph Node Metastases in Esophageal Cancer Patients
Wieser, Hans-Peter	Highlight talk: Confidence constraints for probabilistic radiotherapy treatment planning ICCR Rising Stars 1: Closed-form modeling of biological uncertainties in carbon ion therapy Impact of Gaussian uncertainty assumptions for probabilistic optimization considering range errors Development report for the open source dose calculation and optimization toolkit matRad
Wiessler, Wolfgang	Highlight talk: Using Federated Data Sources and Varian Learning Portal Framework to Train Neural Network for Automatic Organ Segmentation
Wijesooriya, Krishni	Minimizing lymphocyte loss following radiation therapy treatments: machine learning approach
Willemsen-Bosman, Mirjam	Exploration of methods for online plan adaptation on the 1.5T MR-linac
Williams, Christopher	A Monte Carlo study of the impact of phantom electron termination on EPID image quality and simulation time
Williams, Scott	P067: Detection and characterisation of prostate cancer from multiparametric MRI using machine learning techniques for focal radiotherapy
Wilson, Byron	A full Monte Carlo inverse planning algorithm for trajectory-based VMAT with simultaneous couch and gantry rotation
Wilson, Megan Zoe	Predicting inter-fractional anatomical change in head and neck cancer patients using diffeomorphic image registration Use of a 3D generative adversarial network to create synthetic-CT for MRI-based radiation therapy
Winkel, Dennis	Exploration of methods for online plan adaptation on the 1.5T MR-linac
Winterhalter, Carla	MCMA Rising Stars 6: Anatomical changes vs. calculation approximations: Which causes larger dose distortions for proton therapy patients? P156: Monte Carlo evaluation of analytical dose calculations for proton therapy.
Wojcik, Andrzej	Modeling of chromosome aberrations after combined exposure to X-rays and alpha particles Modeling of time and spatial evolution of cell nuclear foci induced by mixed radiation (X and alpha)
Wolfgang, John	CorTx-RT: Service Oriented Architecture for Radiation Oncology Informatics P113: The Functional Paradigm in RT Computing: Features & Realization
Wolfs, Cecile	P001: Deep learning for error detection in EPID dosimetry: A proof of concept
Wong, Eugene	A fast inverse direct aperture optimization algorithm for volume-modulated arc therapy
Wong, Shun	P117: Synthesis and modelling the effects of dose deposition of the palladium core and gold shell nanoparticle for brachytherapy
Wook Geun, Shin	P135: Development of a TOPAS-based independent dose assessment system for pencil beam scanning in proton therapy
Wraith, Darren	P067: Detection and characterisation of prostate cancer from multiparametric MRI using machine learning techniques for focal radiotherapy
Wright, Dennis H.	Interfacing a nuclear interaction model (BLOB) with Geant4 G4_Med: a Geant4 benchmarking and regression testing suite for medical physics applications in the Geant-val environment Preliminary results in using Deep Learning to emulate BLOB, a nuclear interaction model
Wu, Abraham	Quantification of Local Metabolic Tumor Volume Changes by Registering Blended 18F-FDG PET-CT Images
Wu, Chao	P046: Improving proton dose calculation accuracy using deep learning
Wu, Jonn	Quantifying parotid compartment importance for post-radiotherapy function
Wu, Qiuwen	Real-time tumour localization with single x-ray projection at arbitrary gantry angle using deep learning
Wu, Qixue	P041: Radiomics analysis of lymph nodes for prediction of extracapsular nodal extension from CT images in head and neck cancers Radiomics analysis for classification of head and neck cancers human papilloma virus status
X
Xia, Ping	P086: Head and Neck Deformable Registration by Physical Modeling of Patient Posture Change
Xiao, Ying	Stepping-in segmentation of cardiac substructures with deep learning
Xing, Aitang	P052: Pitfalls and lessons of in-house software development learned from developing PlanChecker: a tool for automated quality control of radiotherapy plan transfer from the planning system to the R&V system
Xing, Yixun	P046: Improving proton dose calculation accuracy using deep learning P074: Improving treatment plan dose accuracy using a deep learning-based dose conversion scheme
Y
Yala, Adam	Using Deep Learning Algorithm to Extract Tumour Information from Pathology and Surgical Notes of Chondrosarcoma Patients
Yan, Susu	Using Deep Learning Algorithm to Extract Tumour Information from Pathology and Surgical Notes of Chondrosarcoma Patients
Yang, Issac	P100: Comparing the efficacy of SBRT and IMRT in reducing radiation induced pulmonary fibrosis
Yang, Jie	Automated Treatment Planning using Expedited Constrained Hierarchical Optimization: Plan quality and performance enhancements
Yang, Ming	AutoBrachy: an Automated Treatment Planning, Quality Assurance and Documentation System for High-Dose-Rate Brachytherapy of Gynecological Cancer
Yang, Qiming	P006: Automatic Labeling of OARs in Head-and-Neck Region using Non-local 3DResNet
Yasmine, Ali	Simulation of micro- nanodosimetry spectra and free radicals with Geant4-DNA, LQD, PHYCHEML, CHEM for ion beams
Ybarra, Norma	P099: Comparison of automated and pathologist assessment of radiation induced pulmonary fibrosis for Masson’s trichrome P100: Comparing the efficacy of SBRT and IMRT in reducing radiation induced pulmonary fibrosis
Yeom, Yeon Soo	P073: Automatic segmentation of cardiac structures using B-spline deformation in breast cancer radiotherapy
Yip, Natalie	Objective CT-based imaging biomarkers to quantify the evolution of radiation-induced lung damage
Yoneyama, Hiroto	P153: Monte Carlo simulation of myocardial perfusion single-photon emission computed tomography for texture analysis
Yépez, Geovanny	P149: Monte Carlo Calculations of Absorbed Doses Associated to Helical CT
Z
Zakaria, Golam Abu	P140: A Hybrid IMRT Technique for Treatment of Breast Cancer: A Dosimetric Study
Zakaria, Golam Abu	P040: Patient Specific Quality Assurance (QA): Case of Cervical Cancer using Electronic Portal Imaging Device (EPID) and Matrix
Zaks, Daniel	IAEA-AAPM TRS483 based reference dosimetry for the new biology guided radiotherapy system
Zarepisheh, Masoud	Automated Treatment Planning using Expedited Constrained Hierarchical Optimization: Plan quality and performance enhancements
Zavgorodni, Sergei	Verification of clinical radiotherapy treatment plans with Monte Carlo calculations: Vancouver Island Centre experience
Zeng, Grace	P085: Automated Generation of Optimization Structures for Treatment Planning in Eclipse using Python
Zepter, Stefan	P156: Monte Carlo evaluation of analytical dose calculations for proton therapy.
Zeraatkar, Navid	Investigation of keel versus knife edge pinhole profiles for a next-generation SPECT system dedicated to clinical brain imaging
Zhai, Tian-Tian	P031: Mortality Risk Stratification Model based on Radiomic Features Only: Analysis of Public Open Access Head and Neck Cancer Data
Zhang, Chong	CT-based Radiomics Predicting HPV Status in Head and Neck Squamous Cell Carcinoma P031: Mortality Risk Stratification Model based on Radiomic Features Only: Analysis of Public Open Access Head and Neck Cancer Data P102: A Prediction Model Incorporating PET Radiomics for Lymph Node Metastases in Esophageal Cancer Patients
Zhang, Erlei	BI-RADS Features Oriented Semi-supervised Deep Learning for Breast Ultrasound Computer-Aided Diagnosis
Zhang, Ye	ICCR Rising Stars 5: Liver-ultrasound based motion model for lung tumour tracking in PBS proton therapy
Zhang, You	P074: Improving treatment plan dose accuracy using a deep learning-based dose conversion scheme
Zhang, Zishu	Radiomics-based decision-support system in renal cell carcinomas
Zhao, Yijun	Radiomics-based decision-support system in renal cell carcinomas
Zhao, Yingli	P054: Robust picket fence quantification
Zhong, Hualiang	Quantification of Local Metabolic Tumor Volume Changes by Registering Blended 18F-FDG PET-CT Images
Zhong, Yuncheng	gPET: An efficient and accurate simulation tool for PET via GPU-based Monte Carlo
Zhou, Fugen	Real-time tumour localization with single x-ray projection at arbitrary gantry angle using deep learning
Zhou, Linghong	Radiotherapy Dose Prediction with Physician Desired Trade-offs
Zhou, Ying	Automated Treatment Planning using Expedited Constrained Hierarchical Optimization: Plan quality and performance enhancements
Zhou, Zhiguo	Predicting distant failure after radiotherapy in cervix cancer via automated multi-objective model
Zhovannik, Ivan	Machine learning helps identifying relations and potential biases in radiomics-based prediction models P034: “Distributed Radiomics” - a signature validation study using a Personal Health Train infrastructure P035: Learning from scanners: noise reduction and feature correction in Radiomics
Zhu, Hongyu	A parameter study of chemistry simulation for DNA damage after proton irradiation with TOPAS-nBio MCMA Rising Stars 5: Cellular response to proton irradiation: a simulation study with TOPAS-nBio
Zlateva, Yana	MCMA Rising Stars 4: Cherenkov emission-based dosimetry: Detection angle and aperture study
Zong, Weiwei	Highlight talk: On the development of an AI based Incident Learning Framework for Clinical Workflow Deep Prostate MRI Image Understanding and Classification Based on Convolutional Neural Networks
Zou, Wei	Stepping-in segmentation of cardiac substructures with deep learning
Zou, Xiaoxu	PROPEL, a multi-centre data collection system for radiotherapy analysis
Zunino, Paolo	Mechanistic modelling of radiation-therapy damage to microvasculature and of its effect on tissues surrounding tumour