HC@AIXIA 2023: 2ND AIXIA WORKSHOP ON ARTIFICIAL INTELLIGENCE FOR HEALTHCARE (HC@AIXIA 2023)
PROGRAM
Wednesday, November 8th

View this program: with abstractssession overviewtalk overview

09:15-10:30 Session 1: Prognostic Models
Chair:
Fabio Stella (Dipartimento di Informatica, Sistemistica e Comunicazione, Universita' degli Studi di Milano-Bicocca, Milano, IT., Italy)
Location: Room N20
09:15
Alessandro Bregoli (Università degli Studi di Milano-Bicocca, Italy)
Luca Neri (Fresenius Medical Care Italia S.p.A., Palazzo Pignano, Italy, Italy)
Len Usvyat (Fresenius Medical Care North America, Waltham, US, United States)
Francesco Bellocchio (Fresenius Medical Care Italia S.p.A., Palazzo Pignano, Italy, Italy)
Clinical Intervention Effectiveness Estimation through Dynamic Bayesian Network (abstract)
09:22
Sergio Martínez (University of Castilla-La Mancha, Spain)
Cristian Gmez-Portes (University of Castilla-La Mancha, Spain)
Vanesa Herrera (University of Castilla-La Mancha, Spain)
Javier Albusac (University of Castilla-La Mancha, Spain)
José J. Castro-Schez (University of Castilla-La Mancha, Spain)
David Vallejo (University of Castilla-La Mancha, Spain)
Decision support system for automatic adjustment of rehabilitation routines for stroke patients (abstract)
PRESENTER: David Vallejo
09:37
Alice Bernasconi (University of Milano-Bicocca, Milano, IT; Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, IT, Italy)
Alessio Zanga (University of Milano-Bicocca, Milano, IT; F. Hoffmann - La Roche Ltd, Basel, Switzerland, Italy)
Peter J. F. Lucas (University of Twente, Enschede, The Netherlands, Netherlands)
Marco Scutari (Istituto Dalle Molle di Studi sull'Intelligenza Artificiale (IDSIA), Lugano, Switzerland, Switzerland)
Fabio A. Stella (University of Milano-Bicocca, Milano, IT;, Italy)
Towards a Transportable Causal Network Model Based on Observational Healthcare Data (abstract)
PRESENTER: Alice Bernasconi
09:52
Alberto Archetti (Politecnico di Milano, Italy)
Francesco Stranieri (Università degli Studi di Milano-Bicocca, Italy)
Matteo Matteucci (Politecnico di Milano, Italy)
Deep Survival Analysis for Healthcare: An Empirical Study on Post-Processing Techniques (abstract)
10:07
Alessio Zanga (University of Milano - Bicocca, Italy)
Alice Bernasconi (University of Milano - Bicocca, Italy)
Peter Lucas (University of Twente, Netherlands)
Johanna Pijnenborg (Radboud University Medical Center, Netherlands)
Casper Reijnen (Radboud University Medical Center, Netherlands)
Marco Scutari (IDSIA, Switzerland)
Fabio Stella (University of Milano - Bicocca, Italy)
The Impact of Missing Data on Causal Discovery: A Multicentric Clinical Study (abstract)
PRESENTER: Alessio Zanga
10:15
Patrizia Ribino (Consiglio Nazionale delle Ricerche, Italy)
Claudia Di Napoli (Consiglio Nazionale delle Ricerche, Italy)
Giovanni Paragliola (Consiglio Nazionale delle Ricerche, Italy)
Luca Serino (Consiglio Nazionale delle Ricerche, Italy)
Francesca Gasparini (Università di Milano-Bicocca, Italy)
Davide Chicco (Università di Milano-Bicocca, Italy)
Exploratory analysis of longitudinal data of patients with dementia through unsupervised techniques (abstract)
PRESENTER: Davide Chicco
11:00-11:15 Session 2: Industry Talk
Chair:
Fabio Stella (Dipartimento di Informatica, Sistemistica e Comunicazione, Universita' degli Studi di Milano-Bicocca, Milano, IT., Italy)
Location: Room N20
11:00
Igor Menghini (Roche Diagnostics, Italy)
AI in healthcare: A view from the industry (abstract)
11:15-12:08 Session 3: Management and Public Health
Chair:
Mauro Dragoni (Fondazione Bruno Kessler - FBK-IRST, Italy)
Location: Room N20
11:15
Simone Caruso (Università Degli Studi di Genova, Italy)
Carmine Dodaro (Department of Mathematics and Computer Science, University of Calabria, Italy)
Giuseppe Galatà (SurgiQ, Italy)
Marco Maratea (DeMeCS, University of Calabria, Italy)
Scheduling Periodic Treatments via Answer Set Programming (abstract)
PRESENTER: Simone Caruso
11:23
Christopher Irwin (University of Eastern Piedmont, Italy)
Marco Dossena (University of Eastern Piedmont, Italy)
Giorgio Leonardi (University of Eastern Piedmont, Italy)
Stefania Montani (University of Eastern Piedmont, Italy)
Structural Positional Encoding for knowledge integration in transformer-based medical process monitoring (abstract)
PRESENTER: Christopher Irwin
11:38
Giuseppe Galatà (SurgiQ, Italy)
Marco Maratea (DeMaCS, University of Calabria, Italy)
Marco Mochi (University of Genoa, Italy)
Master Surgical Scheduling via Answer Set Programming tested on real data (abstract)
PRESENTER: Marco Mochi
11:53
Stefania Costantini (Dipartimento di Ingegneria e Scienze dell'Informazione e Matematica, Univ. dell'Aquila, Italy)
Fabio Persia (University of L'Aquila, Italy)
Pasquale De Meo (Vrije Universiteit Amsterdam, Italy)
Silvia Rossi (University of Naples Federico II, Italy)
Rino Falcone (ISTC-CNR, Italy)
Carlo Maria Bertoncelli (EEAP H. GERMAIN, Fondation Lenval, Nice, France)
Domenico Bertoncelli (Department of Computer Science, University of West Florida, United States)
The PredictMed-POMAS Architecture for Intelligent Patient Monitoring within a Complex Healthcare Ecosystem (abstract)
12:08-12:47 Session 4: Brain: data and diseases
Chair:
Mauro Dragoni (Fondazione Bruno Kessler - FBK-IRST, Italy)
Location: Room N20
12:08
Matteo Ferrante (University of Rome, Tor Vergata, Italy)
Tommaso Boccato (Università degli Studi di Roma Tor Vergata, Italy)
Nicola Toschi (University of Rome "Tor Vergata", Italy)
Brain Captioning: Decoding human brain Activity into images and text (abstract)
PRESENTER: Matteo Ferrante
12:16
Tommaso Torda (Sapienza, University of Rome, Italy)
Simona Gargiulo (Sapienza. University of Rome, Italy)
Greta Grillo (INFN, Italy)
Andrea Ciardiello (Sapienza, University of Rome, Italy)
Cecilia Voena (Sapienza, University of Rome, Italy)
Stefano Giagu (Sapienza, University of Rome, Italy)
Simone Scardapane (Sapienza, University of Rome, Italy)
Tracin in Semantic Segmentation of tumor brains in MRI, an extended approach (abstract)
PRESENTER: Tommaso Torda
12:23
Soumick Chatterjee (Human Technopole, Italy)
Himanshi Bajaj (Otto von Guericke University Magdeburg, Germany)
Istiyak H. Siddiquee (Otto von Guericke University Magdeburg, Germany)
Nandish Bandi Subbarayappa (Otto von Guericke University Magdeburg, Germany)
Steve Simon (Otto von Guericke University Magdeburg, Germany)
Suraj Bangalore Shashidhar (Otto von Guericke University Magdeburg, Germany)
Oliver Speck (Otto-von-Guericke University Magdeburg, Germany)
Andreas Nürnberger (Otto-von-Guericke-Universität Magdeburg, Germany)
MICDIR: Multi-scale inverse-consistent deformable image registration using UNetMSS with self-constructing graph latent (abstract)
PRESENTER: Soumick Chatterjee
12:31
Davide Chicco (Università di Milano-Bicocca, Italy)
Riccardo Haupt (Ospedale Gaslini, Italy)
Alberto Garaventa (Ospedale Gaslini, Italy)
Paolo Uva (Ospedale Gaslini, Italy)
Roberto Luksch (Isituto Nazionale dei Tumori, Italy)
Davide Cangelosi (Ospedale Gaslini, Italy)
Computational intelligence analysis of high-risk neuroblastoma patient health records reveals time to maximum response as one of the most relevant factors for outcome prediction (abstract)
PRESENTER: Davide Cangelosi
12:39
Sciaraffa Nicolina (BrainSigns Srl, Rome, Italy, Italy)
Gianluca Di Flumeri (BrainSigns Srl, Rome, Italy, Italy)
Daniele Germano (Sapienza University of Rome, Italy)
Andrea Giorgi (BrainSigns Srl, Rome, Italy, Italy)
Antonio Di Floro (BrainSigns Srl, Rome, Italy, Italy)
Gianluca Borghini (BrainSigns Srl, Rome, Italy, Italy)
Alessia Vozzi (BrainSigns Srl, Rome, Italy, Italy)
Vincenzo Ronca (BrainSigns Srl, Rome, Italy, Italy)
Fabio Babiloni (BrainSigns Srl, Rome, Italy, Italy)
Pietro Aricò (BrainSigns Srl, Rome, Italy, Italy)
Evaluation of a New Lightweight EEG Technology for Translational Applications of Passive Brain-Computer Interfaces (abstract)
PRESENTER: Daniele Germano
16:30-16:45 Session 5: Omics
Chair:
Francesco Calimeri (Department of Mathematics and Computer Science - University of Calabria, Italy)
Location: Room N20
16:30
Christel Sirocchi (University of Urbino, Italy)
Federica Biancucci (Department of Biomolecular Sciences - University of Urbino, Italy)
Matteo Donati (Università degli Studi di Urbino Carlo Bo, Italy)
Nunzio D'Amore (University of Urbino, Italy)
Riccardo Benedetti (Department of Biomolecular Sciences - University of Urbino, Italy)
Alessandro Bogliolo (Department of Pure and Applied Sciences - University of Urbino, Italy)
Stefano Ferretti (Department of Pure and Applied Sciences - University of Urbino, Italy)
Mauro Magnani (Department of Biomolecular Sciences - University of Urbino, Italy)
Michele Menotta (Department of Biomolecular Sciences - University of Urbino, Italy)
Muhammad Suffian (Department of Pure and Applied Sciences - University of Urbino, Italy)
Sara Montagna (Università degli Studi di Urbino Carlo Bo, Italy)
Machine Learning-Enabled Prediction of Metabolite Response in Genetic Disorders (abstract)
16:45-17:16 Session 6: Medical Imaging
Chair:
Francesco Calimeri (Department of Mathematics and Computer Science - University of Calabria, Italy)
Location: Room N20
16:45
Philipp Ernst (Otto von Guericke University Magdeburg, Germany)
Soumick Chatterjee (Human Technopole, Italy)
Georg Rose (Otto von Guericke University Magdeburg, Germany)
Oliver Speck (Otto-von-Guericke University Magdeburg, Germany)
Andreas Nürnberger (Otto-von-Guericke-Universität Magdeburg, Germany)
Sinogram upsampling using Primal–Dual UNet for undersampled CT and radial MRI reconstruction (abstract)
PRESENTER: Soumick Chatterjee
16:53
Mariachiara Di Cosmo (Department of Information Engineering, Università Politecnica delle Marche, Ancona, Italy)
Giovanna Migliorelli (Department of Law, Università degli Studi di Macerata, Macerata, Italy)
Matteo Francioni (Department of Cardiovascular Sciences, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy)
Andi Mucaj (Department of Cardiovascular Sciences, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy)
Alessandro Aprile (U.O.C. Cardiology-UTIC-Hemodynamics- Ospedale del Mare, ASL NA 1, Napoli, Italy)
Alessandro Maolo (Department of Cardiovascular Sciences, Azienda Ospedaliero Universitaria delle Marche, Ancona, Italy)
Emanuele Frontoni (Department of Political Sciences, Communication and International Relations, University of Macerata, Macerata, Italy)
Maria Chiara Fiorentino (Department of Information Engineering, Università Politecnica delle Marche, Ancona, Italy)
Sara Moccia (The BioRobotics Institute and Department of Excellence in Robotics and AI, Scuola Superiore Sant’Anna, Pisa, Italy)
A Federated Learning Framework for Stenosis Detection (abstract)
PRESENTER: Giovanna Migliorelli
17:01
Eugenio Vocaturo (CNR-NANOTEC, Italy)
Matteo Avolio (Demacs - University of Calabria, Italy)
Antonio Fuduli (Demacs - University of Calabria, Italy)
Ester Zumpano (Dimes - University of Calabria, Italy)
Viral pneumonia images classification by Multiple Instance Learning: preliminary results. (abstract)
PRESENTER: Matteo Avolio
17:09
Riccardo Zese (University of Ferrara, Italy)
Luca Lombardo (University of Ferrara, Italy)
Matteo De Maio (University of Ferrara, Italy)
Michael Tamascelli (DE - University of Ferrara, Italy)
Francesca Cremonini (University of Ferrara, Italy)
A Novel Cephalometric Tool Enhanced by AI Assistance (abstract)
PRESENTER: Riccardo Zese
17:16-18:12 Session 7: Methods and Techniques
Chair:
Fabio Stella (Dipartimento di Informatica, Sistemistica e Comunicazione, Universita' degli Studi di Milano-Bicocca, Milano, IT., Italy)
Location: Room N20
17:16
Lorenzo Peracchio (Università degli Studi di Pavia, Italy)
Giovanna Nicora (Università degli Studi di Pavia, Italy)
Riccardo Bellazzi (Università degli Studi di Pavia, Italy)
Evaluation of Machine Learning Predictions’ Reliability with generative models: towards Trustworthy AI (abstract)
PRESENTER: Lorenzo Peracchio
17:24
Pierangela Bruno (University of Calabria, Italy)
Francesco Calimeri (University of Calabria, Italy)
Cinzia Marte (University of Calabria, Italy)
Simona Perri (University of Calabria, Italy)
Data Augmentation: a Combined Inductive-Deductive Approach featuring Answer Set Programming (abstract)
PRESENTER: Francesco Calimeri
17:32
Andrea Santomauro (Universita' del Piemonte Orientale "A. Avogadro", Italy)
Luigi Portinale (Universita' del Piemonte Orientale "A. Avogadro", Italy)
Giorgio Leonardi (Universita' del Piemonte Orientale "A. Avogadro", Italy)
Enhancing Medical Image Report Generation through Standard Language Models: Leveraging the Power of LLMs in Healthcare (abstract)
PRESENTER: Andrea Santomauro
17:47
Santiago Marro (Université Côte d'Azur, CNRS, Inria, I3S, France, France)
Theo Alkibiades Collias (Université Côte d'Azur, CNRS, Inria, I3S, France, France)
Elena Cabrio (Université Côte d'Azur, CNRS, Inria, I3S, France, France)
Serena Villata (CNRS - Laboratoire d'Informatique, Signaux et Systèmes de Sophia-Antipolis, France)
On the Automatic Assessment of Natural Language Expert Explanations in Medicine (abstract)
18:02
Tommaso Boccato (Università degli Studi di Roma Tor Vergata, Italy)
Matteo Ferrante (Università degli Studi di Roma Tor Vergata, Italy)
Andrea Duggento (Università degli Studi di Roma Tor Vergata, Italy)
Nicola Toschi (Università degli Studi di Roma Tor Vergata, A.A. Martinos Center for Biomedical Imaging and Harvard Medical School, Italy)
Breaking the Structure of Multilayer Perceptrons with Complex Topologies (abstract)
PRESENTER: Tommaso Boccato