Program for Wednesday, June 3rd: Talk View

PROGRAM FOR WEDNESDAY, JUNE 3RD: TALK VIEW

Days:

next day

all days

View: with abstracts session overview

8:00

8:30

9:00

9:30

10:00

10:30

11:00

11:30

12:00

12:30

13:00

13:30

14:00

14:30

15:00

15:30

16:00

16:30

17:00

17:30

18:00

18:30

19:00

19:30

20:00

08:00-13:00 Registration - Day 1

09:00-09:15

Architecture, Evaluation Metrics, and Technical Feasibility of LLMs in Mental State Assessment: A Case Study in

Gaddi Blumrosen, Gal Malkiel, Shlomo Hanah, Hila Gvirts

09:15-09:30

Verbalized Uncertainty in Medical AI: Differential Diagnosis in Commercial LLMs

Y. Hombria Gawior, S. Groefsema, O.T. Ozyilmaz, M. Valdenegro-Toro

09:30-09:45

AyurAssist: Bridging Ayurvedic and Biomedical Clinical Knowledge Through Terminology-Grounded LLM

Aravind Kuruvikkattil, Anagha Pradeep, Veena S. Kumar, Saptarshi Purkayastha

09:45-10:00

Multimodal Dual-Encoder Retrieval for Automated ICD Coding

Abhinav Bohra, Anuj Bohra

10:00-10:15

A Conversational Agent for Natural Language Access to Public Health Data

M. Moraes, I. Figueiredo, V. Marques, D. Ruiz, I. Manssour

10:15-10:25

Enhancing Medical Question Answering in Open LLMs via Inference-Time Ensembles

Garcia, Garcia, Sikora, Manesco, Paiola, Paulo Papa

09:00-09:15

MicroClinic: An Ultra-Low-Parameter Neural Network for Medical Image Analysis

Félix Arredondo et.al

09:15-09:30

Which Factors Influence Success of Unconstrained Interpolation for Augmentation in Multiple Instance

Gadermayr et.al

09:30-09:45

Multimodal Deep Learning for Tumor Site Classification: Integrating Histopathology and Gene Mutation

Andrea Espis, Ilaria Pace, Pietro Liò, Manuela Ferracin, Stefano Diciotti

09:45-10:00

Automated Ki-67 Proliferation Index Estimation for Deep Learning Applications in Histopathology

Martin Ján Kulich, Dominika Petríková, Ivan Cimrák

10:00-10:15

Deep Learning Architectures for Automated Classification of Fetal Liver Echotexture in Gestational

Soares Muylaert Barroso et.al

09:00-09:15

Quality Over Quantity: The Impact of Diagnostic Certainty of Data in Deep Learning for ECG Analysis

Croos et.al

09:15-09:30

Safety-Oriented Interpretable ECG Denoising with Regression Tsetlin Machines

Giulio Maselli, Roberto Puntorieri, Alessio Viticchié, Alessandro Aliberti

09:30-09:45

Temporal Latent Priors Improve Sequential Generative Modeling of Full-Length 12-Lead ECGs

Marko Miletic, Murat Sariyar

09:45-10:00

Beyond Single-Beat Classification: Quantifying Arrhythmia in Long-Term ECG via Prevalence Estimation

Barbosa de Medeiros Júnior et.al

09:00-09:15

Emotion-Aware Assistive System with Wearable Haptic Feedback for Visual Impairment

Elizabeth Vidal, Gustavo Aguilar, Valentina Chambilla, Romina Camargo

09:15-09:30

An Energy-Efficient Wearable System for AF Detection: LLM-NAS Driven Lightweight Neural Network and Embedded

Mengyao Xu, Chengxin Guo, Hao Liu

09:30-09:45

Cervical Kinematic Recorder: a technological innovation for cephalogyric movement assessment

Dylan Paquié, Sandrine Mouysset, Loïc Treffel, Denis Ducommun, Jérôme Ermont

09:45-10:00

Deep Learning-enabled Monocular, Markerless 3D Pose Estimation of Laparoscopic Tooltips in Box-Trainer

Dehlela Shabir, Jhasketan Padhan, Julien Abinahed, Khaled Shaban, Nikhil Navkar

10:00-10:15

Knee Exercise Directional Control and Range of Motion Measurement Device for Physical Therapy Monitoring of Post-Total Knee Arthroplasty

Kantinan Laosuwan, Pawarit Piamprecha, Prakarnkiat Youngkong

10:15-10:30

State-of-Flight: Wearable EEG and Motion Context During Flying or Floating

Vicol et.al

09:00-09:15

SEARCH Federated Platform: Federated Data Discovery and Learning for Synthetic Data Generation in

Chrysostomos Symvoulidis, Charalampos Geremtzes, Christos Ntais, Spyros Kollias

09:15-09:30

Impact of hyperparameter and model selection optimisation in Synthetic Tabular Data Generation models in the healthcare

Catalina et.al

09:30-09:40

Knowledge-Guided Retrieval-Augmented Generation for Zero-Shot Psychiatric Data: Privacy Preserving Synthetic Data

Jakobsen, Gautam, Hammer, Olofsdotter, Johanson, Halvorsen, Thambawita

09:40-09:55

Benchmarking Tabular Generative Models for Clinical Data Synthesis

M. Bonazzi, M.G. Bacalini, E. Giampieri, R. Lodi, G. Castellani, C. Sala

09:55-10:10

Evaluating Schema-Awareness in a Transformer Model for Tabular Synthetic Data Generation of Electronic Health

A. Bertgren, F. Öhberg, P. Soda, U. Näslund, P. Wennberg, C. Grönlund

10:10-10:20

Interpretable Synthetic Medical Tabular Data Generation for Clinical Decision Support Using Fuzzy Cognitive

Michael Vasilakakis, Dimitris Iakovidis

10:20-10:30

Towards A Unified and Explainable Record-Level Metric for Synthetic Data Evaluation

Jordi Carrere-Molina, Jordi Duch, Roger Mallol-Parera

09:00-09:15

Cross-Modal Coordination in Reading: An Interpretable Audio–Video Fusion Pipeline for Cognitive

Currieri, Prinzi, Perna, Ler, Ferraro, Cordasco, Esposito, Vitabile

09:15-09:30

LOOM Net: An Importance-Aware CNN--Transformer for Multimodal Physiological Signals on Wearables

Sarun Varghese, Kumar Sai Jonnala, Myra Spiliopoulou

09:30-09:45

Hybrid Quantum Neural Network for Multivariate Clinical Time Series Forecasting

Irene Iele, Floriano Caprio, Paolo Soda, Matteo Tortora

09:45-10:00

Digital Twin-based 3D Reconstruction for Real-Time Body Composition Estimation Using 2D Images and Deep Learning-based

Rossi, Carbone, Auriemma Citarella, De Marco, Di Biasi, Zheng, Tortora

10:00-10:15

Explainable Multimodal Learning for Fetal Electro-Mechanical Signal Modeling

Martina Iammarino, Lerina Aversano, Antonella Madau

10:30-11:00

Aspect and Effect Polarity Classification in German Clinical Text with a Two-Stage Transformer

Denis Moser, Kerstin Denecke

Optimized emotion recognition in naturalistic gaming enviroment using facial action units

Muñoz Saavedra et.al

Explainable Machine Learning for Automated Acne Severity Grading With Small-Scale Dataset

Milana-Solomiia Zhuhaievych, Jinghua Ye

Improving Breast Magnetic Resonance Imaging Workflow Through Deep Learning–Based Exam

F. Barth, A. Bitencourt, V. Felipe, R. Ikeda, R. Patelli, T. Silva

Comparative Evaluation of CNN Architectures for Asbestos-Related Disease Screening in Public Chest X-ray

Santos, Mosquér, Petrolini, von Wangenheim, Macedo, Beckhauser, Roschildt Pinto

Automated Video Classification during a Deltopectoral Approach for Primary Shoulder Arthroplasty

N.N. Labiba, R. Patel, P. Sanchez-Sotelo, L.O. Hall, D.B. Goldgof, M.A. Frankle

Improving Quality of Variational Autoencoder Outputs for Ki67 Histological Image Generation

Paulína Šebeňová, Lucia Piatriková Ondrigová, Ivan Cimrák

Harmonized Interpretable ECG Waveform Features for Robust Cross-Dataset Clinical Prediction

J. Lin, W. Sun, S. Kalmady, A. Khalafbeigi, A. Hindle, P. Kaul, R. Greiner

On the explainability of max-plus neural networks

Ikhlas Enaieh, Olivier Fercoq, Angel Mario Garcia-Pedrero

Efficient working memory characterization from EEG using phase based deep learning analysis

Wendy Bravo, Vinicio Changoluisa

Burnout Syndrome Identification from Electrodermal Signals Using Machine Learning Algorithms

Vera Díaz, Torres García, Pérez Espinosa, Ramírez Quintana, Camacho Ávila

Automated Auscultatory for Calibration-free Blood Pressure Estimation: Comparative Analysis of Frequency and Morphology-Based

Gaadha Jeevan, Shyam Sundar K, Mohammed Raiyyan V, Kiran V Raj, Jayaraj Joseph

Reducing Peripheral False Positives in Prostate Micro-Ultrasound Segmentation Using Slice-Level

Jurdana, Markulin, Matijević, Šiktar, Vlah, Šuligoj, Šekoranja, Švaco

Modelling the effects of intangible cultural heritage experiences on mental well-being using physiological sensor data and speech

S. Luz, S. de la Fuente Garcia, E. Deng, F. Haider, M. Masoodian

Integrating Multilayer and Bayesian Networks for Modelling and Analysis of Complex Biomedical Data

Ilaria Lazzaro

Improving machine learning models for clinical datasets through Active Learning and Data

Lorella Bottino

The ADICVIDEO Project: Multimodal Assessment of Emotional, Sleep, and Fatigue Markers in Videogame

Luna-Perejón et.al

State-of-Sleep in Hyperbaric Oxygen Therapy: Wearable EEG Before, During, and After Sleep in HBOT

Alexander Vicol, Gianella Bejar-Alvarez, Steve Mann

11:00-11:15

Interpretable Machine Learning for Early Sepsis Prediction

Stylianides, Nicolaou, Vavlitou, Palazis, Pattichis, Pattichis, Panayides

11:15-11:30

Explainable Complication Status Prediction after Tracheostomy Procedure

C. Stylianides, E. Toulkeridou, P. Kosmidou, A.S. Panayides, M.S. Pattichis

11:30-11:45

A Bi-modal Knowledge Distillation Framework for Explainable Neonatal Jaundice Diagnosis

F.O. Salami, Y. Mourchid, M. Muzammel, A.I. Enesi, S.O. Hassan, A. Othmani

11:45-12:00

Explainable Finger Kinematics Decoding with Temporal Graph Neural Networks

Syed Muhammad Hamza Zaidi, Myra Spiliopoulou, Lisa Klemm, Benjamin Noack

12:00-12:15

Adaptive Group-Based Counterfactual Explanations for Time-Series Rehabilitation Data

Emmanuel C. Chukwu, Rianne Schouten, Monique Tabak, Mykola Pechenizkiy

12:15-12:25

Automatic Generation of Longitudinal Cardiology Timelines from Clinical Narratives Using LLM-Based Extraction and Interactive

Gumiel, Cruz, Montenegro, Moro, Moreno, Rebelo, Krieger, Gutierrez

11:00-11:15

Self-Supervised Foundation Models for Mammography: A Survey of Architectures, Benchmarks, and Clinical Translation

Darina Narova, Ivan Cimrák

11:15-11:30

Mammography BI RADS Reformulation: From Raw Categories to Low/High Risk and Soft-Label Modelling

Linda Blahová, Jozef Kostolný, Ivan Cimrák

11:30-11:45

Breast Cancer Subtyping using Digital Mammograms and Feature-based Machine Learning: Temporal Subtraction vs. Single-Mammogram

K. Loizidou, E. Orphanidou Vlachou, A. Yiallourou, C. Nikolaou, C. Pitris

11:45-12:00

Classification of Breast Cancer Patterns in Immunohistochemistry (IHC) Images based on Multi-Class

Marcos Moço Giraldi et.al

12:00-12:15

Segmentation-Driven Background Skin Extraction for Robust Skin Tone Estimation in Dermatological

Lopes, Ferrante, Santos Martin Dias, Bugatti, Santos, Saito

12:15-12:25

MammoTwin: An Open Source Digital Twin Framework for Protocol Optimization via MRI-to-Mammography

Lozano Gutiérrez, Toledo Rios, Rosales Gurmendi, Tamez Peña

11:00-11:15

Assessing the effects of xDAWN filtering, reduction of EEG channels and addition of EOG signals on the classification of movement versus

Gazea, Machairas, Mitsopoulos, Fiska, Kartsidis, Bamidis, Athanasiou

11:15-11:30

Motor–Cognitive Performance After Cold Exposure Therapy: Wearable EEG Mini-Golf Study

A. Vicol, G. Bejar-Alvarez, S. Hassaballa, S. Luo, N. Wong, S. Mann

11:30-11:45

Sampling Matters: The Effect of ECG Frequency on Deep Learning-Based Atrial Fibrillation Detection

Mahmuod, Hammerstad, Yousef, Heill, Isaksen, Kanters, Halvorsen, Thambawita

11:45-12:00

Characterization of a Computerized Method for Non-invasive Measurement of Arterial Hyperelastic Properties: Potential for Decoding Vascular

S. Ram V S, R. Kiran V, N. P M, M. Sivaprakasam, J. Joseph

12:00-12:15

Development of an automated pipeline for the digitisation of paper pain drawings

D. Murphy, S.N. van der Veer, W. Dixon, S. Mackie, S. Muller, D. Wong

11:00-11:15

Fatigue and Burnout Management in Nursing Staff Using Wearable Data

Orfanos et.al

11:15-11:30

A Modular, SOLID based Hybrid Software Architecture for Medical Devices on Heterogeneous Edge

Varun Pandithurai, Preejith Sp, Mohanasankar Sivaprakasam

11:30-11:45

Mixed Reality in Electronic Health Records: User Requirements and Evaluation

Silouanos Chaldoupis, Eirini Schizas, Andreas Aristidou

11:45-12:00

Continuous Falls Prediction Among Care Home Residents

Niv Shifrin, Eldar Zosmanovich, Laurence Lovat, Robert Moskovitch

12:00-12:10

A Consumer EEG–Driven Word Keyboard for Assistive Communication

Alexander Vicol, Xueqi Yang, Bingxuan Yang, Steve Mann

12:10-12:20

Emotion-Aware Multimodal Virtual Rehabilitation: Integrating EEG and Motor Performance for Adaptive Therapy

E. Vidal, E. Castro-Gutierrez, L. Delgado-Barra, R. Arisaca-Mamani

11:00-11:15

Diffusion-Based Counterfactual ECG Generation\\for Atrial Fibrillation Data Augmentation

Dilshan, Karunarathne, Devindi, Maleckar, Kanters, Ragel, Nawinne, Thambawita

11:15-11:30

Anatomy-Preserving Latent Diffusion for Generation of Brain Segmentation Masks with Ischemic Infarct

L. Borrego, V. Thambawita, M. Ciuffreda, I. del Val, A. Dominguez, J. Munuera

11:30-11:45

A Generative Pipeline for 3D Breast MRI: Diffusion Models Meet Super-Resolution GANs

Pedro Sousa, Tania Pereira, João Santinha, Hélder P. Oliveira

11:45-12:00

Balancing Fidelity, Utility, and Privacy in Synthetic Cardiac MRI Generation: A Comparative Study

Edirisooriya, Kawya, Kumarasinghe, Devindi, Maleckar, Ragel, Nawinne, Thambawita

12:00-12:15

Does synthetic image generation improve explainability? A Concept-Based Case Study in Histopathology

Moreno-Sánchez, Vitoria, López-Saratxaga, Benito-Del-Valle, Galdran

12:15-12:30

EndoFSA: Endoscopic Few-Shot Image Generation via Rank-Constrained Parameter Adaptation

Panagiota Gatoula, Grigoris Karypidis, Dimitris Iakovidis

11:00-11:15

Brain3D: Brain Report Automation via Inflated Vision Transformers in 3D

Barone, Di Serio, Riccio, Romano, Postiglione, Ferraro, Moscato

11:15-11:30

A Systematic Benchmark of GAN Architectures for MRI-to-CT Synthesis

Alessandro Pesci, Valerio Guarrasi, Marco Alì, Isabella Castiglioni, Paolo Soda

11:30-11:45

End-to-End Multimodal Transformers for Multi-Cohort Alzheimer's Classification

T. Vansnick, M. Gloesener, O. Amel, V. Tota, M. Delehouzee, S. Mahmoudi

11:45-12:00

Trimodal Deep Learning for Glioma Survival Prediction: A Feasibility Study Integrating Histopathology, Gene Expression, and

Iain Swift, Jing Hua Ye

12:00-12:15

Predicting Pathologic Complete Response in Breast Cancer: A Multimodal Benchmark Using Baseline DCE-MRI and Clinical

Ivon-Teresa Sánchez-Cárdenas, Martha Ivón Cárdenas, Jose Urquiza

12:15-12:30

Evaluating a Multimodal Foundation Model for Glaucoma Classification from Fundus Images

Di Serio, Gravina, Moscato, Sansone, Gonzalo-Martin, Garcia-Pedrero

14:00-17:00 Registration - Day 1

14:00-14:30 Opening Ceremony

14:30-15:30 Keynote Lecture - Day 1

16:00-16:10

Explainable AI in Medicine: Trends and Educational Implications

Emmanouil Rigas, Antonis Billis, Panagiotis Bamidis

16:10-16:20

Faithfulness and Uncertainty Calibration of Large Language Models in Portuguese Medical Question

Mariano Correia et.al

16:20-16:30

XAIqi and XAIci: Quantifying Explainability Quality and Task Complexity Across Predictive Models in Stroke Outcome

L. Marte, O. Segura, J. Recober, L. Rivera-Sanchez, C.A. Molina, C. Migliorelli

16:30-16:40

Counterfactual Reasoning to Executable Clinical Guidelines: A DMN-Based Framework for Diabetes Risk Assessment

Camelia Maleki, Yannis Bertrand, Frederik Gailly

16:40-16:50

Prompt-Based Adaptation of Vision Language Models for Clinical Pain Note Generation from Neonate Cry

Anthony McCofie, Lawrence Hall, Yu Sun, Dmitry Goldgof

16:50-17:00

Collaborative Intelligence in Mental Health: A Multi-Agent Framework for Personalized Treatment and Health Promotion using Next-Gen

Regina Silva, Luis Gomes, Carlos Sequeira, Goreti Marreiros

17:00-17:10

RHEUMA-PRIOR-SCRIBE: Multi-Agent RAG for Rheumatology Consultation Prioritization

Hernández Pérez, Pérez Sancristóbal, Rodríguez González, Menasalvas Ruiz

17:10-17:20

Linguistic Speech Disfluencies: A Gender-Neutral Biomarker for Speech-Based Anxiety Detection

Phuong H. N. Dang, Samaneh Madanian, Minh Nguyen

17:20-17:30

From Behavioral Tracking to Aging Biomarkers : An Explainable Machine Learning Framework on the African Turquoise

Zineb Fandi, Moncef Garouani, Jean-Philippe Pradère

16:00-16:15

Attention U-Net with Algebraic Refinement for Sparse-View CT Reconstruction

Mónica Chillarón, Celia Tendero, Josep Arnal, Vicente Vidal

16:15-16:30

Level-set-guided CNN-based Segmentation of CTPA Scans for Pulmonary Emboli Extraction

Dimitra-Christina Koutsiou, Michalis Savelonas, Fotini Malli, Dimitris Iakovidis

16:30-16:45

Weakly supervised pleural plaque segmentation using global patient-level diagnostic cues

Petitpas, Benlala, Baldacci, Dournes, Pairon, Denis de Senneville

16:45-17:00

Automated Trachea Segmentation from CT Imaging Using AI Models

E. Toulkeridou, E. Michaelides, E. Ziad, P. Kosmidou, A. Panayides

17:00-17:15

SpineContextResUNet: A Computationally Efficient Residual UNet for Spine CT Segmentation

K S Nithurshen, Saurabh Shigwan

17:15-17:30

GAN-based Adaptive Radial Subsampling and Reconstruction for Brain MRI

Giuseppe Placidi

16:00-16:15

Comparative Performance Evaluation of Contemporary Video Coding Standards, including DCVC-RT and ECM, on 2D and 360° Medical Video

I. Valiandi, E. Kyriacou, V. Jatla, M. S. Pattichis, A. S. Panayides

16:15-16:30

Explainable temporal analysis for high-risk carotid plaques using ArgEML – a pilot study

N. Prentzas, E. Kyriacou, M. Griffin, A. Nicolaides, A. Kakas, C. Pattichis

16:30-16:45

Controlled Factorial Analysis of Architecture–Loss Interactions in Cardiac MRI Segmentation

Saba Bashir, Zonglin Yang, Thiruvarangan Ramaraj

16:45-17:00

Between Aspiration and Reality – Datasets for Network Security in Healthcare

Jordi Doménech, Michael Pilgermann, Josep Pegueroles

17:00-17:10

AMAL-For-Qatar: A Vision for AI-Mediated Prenatal Care through Comprehensive Fetal Ultrasound Video

M. Alzubaidi, R. Muaz, I. Abbes, K. Alyafei, M. Househ, M. Agus

16:00-16:10

XRaudinary: Spatially Anchored Live Captions in XR via Low-Cost Microphone Arrays and Vision Fusion

Andy Gong, Matthew Tamura, Efe Tascioglu, Andrew Wu, Alexander Vicol, Steve Mann

16:10-16:20

Geometry-Aware Event-Based TinyML for Interpretable On-Device Rehabilitation Metrics

Eleftherios G. Vourkos, Martha Ivón Cárdenas

16:20-16:30

Motion Compensation for Ultrasound Scanning in Robotically Assisted Prostate Biopsy Procedures

Markulin, Matijević, Šiktar, Jurdana, Ćaran, Šuligoj, Šekoranja, Švaco

16:30-16:40

Contactless Blood Pressure Estimation via Smart Mirror using Pulse Transit Time

Palia et.al

16:40-16:50

A Highly Customizable Platform Enabling Sophisticated Medical Eye-Tracking Studies

Bücheler, Dege, Pohl, Hieber, Borst, Pryss, Schmieder, Schobel

16:50-17:00

State-of-Study in Hyperbaric Oxygen Therapy: Wearable EEG and fNIRS During a Single HBOT Session

Alexander Vicol, Gianella Bejar-Alvarez, Steve Mann

16:00-16:15

Assessing the Quality of Patient-Generated Health Data: the DAMA UK Framework Applied to Real-World Cancer Patient

S. Siakopoulou, A. Billis, G. Petridis, P. Nicopolitidis, P. Bamidis

16:15-16:25

Benchmark Pipeline for Missing Data Imputation in Oncological Electronic Health Records

Alexandra Panghe, Louis Tassy, Chang Sun, Camelia Protopopescu, Raquel Urena

16:25-16:40

Enabling Reproducible AI Research Through the RAISE Platform: A Cross-Dataset Study on Emergency Department

S. Siakopoulou, S. Nifakos, A. Billis, E. Konstantinidis, P. Bamidis

16:40-16:55

Wearable data harmonization and quality in Transitional Care monitoring

Petsani et.al

16:55-17:10

Cloud-Based EEG Analysis via the RAISE Platform

Melanitis et.al

17:10-17:25

Cross-Domain Spatial Analysis of Environmental Exposure, Mobility Patterns and Quality-of-Life Indicators in Urban Environments within an Interoperable Research Data

Dimos et.al

16:00-16:15

Longitudinal NSCLC Treatment Progression via Multimodal Generative Models

Mantegna et.al

16:15-16:30

Learning from Limited and Incomplete Data: A Multimodal Framework for Predicting Pathological Response in

Caragliano et.al

16:30-16:45

Multimodal AI for Medical Image Classification: A Comprehensive Analysis of Image and Text

S. Mondal, A. Ferraro, M. Iammarino, F. Pecorelli, G. De Pietro

16:45-17:00

Beyond the Leaderboard: Design Lessons for Trustworthy Multimodal VQA

Sushant Gautam, Vajira Thambawita, Michael Riegler, Pål Halvorsen, Steven Hicks

17:00-17:15

An Evaluation of MedGemma for Anterior Segment Eye Images Classification and Analysis

Abreu Cárdenas et.al

17:15-17:30

A Modular Platform for Multimodal Clinical Research: Architecture and Case Study on Glaucoma

Alba Lozano, Consuelo Gonzalo-Martin, Angel Garcia-Pedrero

18:30-20:00 Welcome Cocktail

10:30-11:00 Coffee Break

12:30-14:00 Lunch Break

15:30-16:00 Coffee Break