Workshop program

• 09:00: Introduction

• 09:10: Morteza Moradi, Mohammad Moradi, Dario Calogero Guastella, Experience sharing and human-in-the-loop optimization for federated robot navigation recommendation

• 09:30: Raffaele Mineo, Amelia Sorrenti, Federica Proietto Salanitri, FeDETR: a Federated Approach for Stenosis Detection in Coronary Angiography

• 09:50: Mariachiara Di Cosmo, Giovanna Migliorelli, Matteo Francioni, Andi Muçaj, Alessandro Maolo, Alessandro Aprile, Emanuele Frontoni, Maria Chiara Fiorentino, Sara Moccia, A Federated Learning Framework for Stenosis Detection

• 10:10: Luca Palazzo, Matteo Pennisi, Giovanni Bellitto, Isaak Kavasidis, FeDZIO: Decentralized Federated Knowledge Distillation on Edge Devices

• 10:30: Coffee break

• 11:00: Samuele Fonio, Benchmarking Federated Learning Frameworks for Medical Imaging Tasks

• 11:20: Hussain Ahmad Madni, Rao Muhammad Umer, Gian Luca Foresti, Federated Learning for Data and Model Heterogeneity in Medical Imaging

• 11:40: Keynote: Federated Learning in Healthcare: Challenges and Research Directions (Mirko Polato, University of Turin)

• 12:20: Closing remarks