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)

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)

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)