Towards Explainable Graph Neural Networks for Neurological Evaluation on EEG Signals. - Andrea Protani; Lorenzo Giusti; Chiara Iacovelli; Albert Sund Aillet; Diogo Reis Santos; Giuseppe Reale; Aurelia Zauli; Marco Moci; Marta Garbuglia; Pierpaolo Brutti; Pietro Caliandro; Luigi Serio (HealthCom, 2024)

A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers. - Diogo Reis Santos; Albert Sund Aillet; Antonio Boiano; Usevalad Milasheuski; Lorenzo Giusti; Marco Di Gennaro; Sanaz Kianoush; Luca Barbieri; Monica Nicoli; Michele Carminati; Alessandro E. C. Redondi; Stefano Savazzi; et al. (HealthCom, 2024)

Feasibility Analysis of Federated Neural Networks for Explainable Detection of Atrial Fibrillation. - Diogo Reis Santos; Andrea Protani; Lorenzo Giusti; Albert Sund Aillet; Pierpaolo Brutti; Luigi Serio (HealthCom, 2024)

A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications. - Antonio Boiano; Marco Di Gennaro; Luca Barbieri; Michele Carminati; Monica Nicoli; Alessandro Redondi; Usevalad Milasheuski; Sanaz Kianoush; Stefano Savazzi; Albert Sund Aillet; Diogo Reis Santos; Luigi Serio (WiMob, 2024)

A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications. - Antonio Boiano; Marco Di Gennaro; Luca Barbieri; Michele Carminati; Monica Nicoli; Alessandro Redondi; Stefano Savazzi; Albert Sund Aillet; Diogo Reis Santos; Luigi Serio (CoRR, 2024)

Federated GNNs for EEG-Based Stroke Assessment. - Andrea Protani; Lorenzo Giusti; Albert Sund Aillet; Simona Sacco; Paolo Manganotti; Lucio Marinelli; Diogo Reis Santos; Pierpaolo Brutti; Pietro Caliandro; Luigi Serio (UniReps, 2025)