2021 November 29th

9.30 a.m. – 6.00 p.m.

Rome Time (UTC+1 CET)

9.30 a.m.–9.45 a.m.

Welcome Session

Peter Lucas and Fabio Stella

9.45 a.m.–10.30 a.m.

Invited Talk: Challenges in Modeling Medical Knowledge with Bayesian Networks

Agnieszka Onisko

10.35 a.m.–10.50 a.m.

Gene Selection for Cancer Diagnosis via Iterative Graph Clustering-based Approach

Mehrdad Rostami and Mourad Oussalah

10.55 a.m.–11.20 a.m.

From Personalized Timely Notification to Healthy Habit Formation: A Feasibility Study of Reinforcement Learning Approaches on Synthetic Data

Aneta Lisowska, Szymon Wilk and Mor Peleg

11.25 p.m.–11.50 a.m.

A support for understanding medical notes: correcting spelling errors in Italian clinical records

Roger Ferrod, Enrico Brunetti, Luigi Di Caro, Chiara Di Francescomarino, Mauro Dragoni, Chiara Ghidini, Renata Marinello and Emilio Sulis

11.55 a.m.–12.20 p.m.

HeAL9000: an Intelligent Rehabilitation Robot

Lorenzo Cristofori, Claudiu Daniel Hromei, Francesco Scotto Di Luzio, Christian Tamantini, Francesca Cordella, Danilo Croce, Loredana Zollo and Roberto Basili

12.25 p.m.–12.40 p.m.

Personality and habit formation: Is there a link?

Aneta Lisowska, Shiri Lavy, Szymon Wilk and Mor Peleg

12.45 p.m.–1.10 p.m.

Leveraging structured data in Predictive Process Monitoring: the case of the ICD-9-CM in the scenario of the Home Hospitalization Service

Roberto Aringhieri, Guido Boella, Enrico Brunetti, Luigi Di Caro, Chiara Di Francescomarino, Mauro Dragoni, Roger Ferrod, Chiara Ghidini, Renata Marinello, Massimiliano Ronzani and Emilio Sulis

Lunch 1.10 p.m.–2.30 p.m.

2.30 p.m.–3.15 p.m.

Invited Talk: Towards Computational Argumentation in Healthcare

Anthony Hunter

3.20 p.m.–3.35 p.m.

Personalized arterovenous fistula management through utility maximization with Influence Diagram

Alessandro Bregoli, Luca Neri, Max Botler, Erik Schumacher, Ricardo Peralta, Pedro Ponce, Stefano Stuard and Francesco Bellocchio

3.40 p.m.–4.05 p.m.

User-centered Development of a Clinical Decision Support System

Anna Kleinau, Alex Mo, Juliane Mueller-Sielaff, Johanna Pijnenborg, Peter Lucas and Steffen Oeltze-Jafra

4.10 p.m.–4.25 p.m.

ALFABETO: Supporting COVID-19 hospital admissions with Bayesian Networks

Giovanna Nicora, Antonio Lo Tito, Antonella Donatelli, Giovanni Callea, Carla Biasibetti, Maria Vittoria Galli, Federico Comotto, Chandra Bortolotto, Stefano Perlini, Lorenzo Preda and Riccardo Bellazzi

4.30 p.m.–4.55 p.m.

Decisions are not all equal. A flexible utility metric for evaluating medical AI systems

Andrea Campagner, Federico Cabitza and Federico Sternini

5.00 p.m.–5.15 p.m.

Decision Support System for target prostate biopsy outcome prediction: clustering and FP-growth algorithm for fuzzy rules extraction

Samanta Rosati, Noemi Giordano, Enrico Checcucci, Sabrina De Cillis, Francesco Porpiglia and Gabriella Balestra

5.20 p.m.–5.45 p.m.

Congenital Heart Disease Detection Using Clinical Data and Auscultation Heart Sounds: a Machine Learning Approach

Solange Belinha, Bruno Miguel Oliveira and Pedro Pereira Rodrigues

5.50 p.m.–6.00 p.m.

Closing Session

Peter Lucas and Fabio Stella