Albert Sund Aillet

According to our database, Albert Sund Aillet authored at least 6 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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

Proceedings of UniReps: the Second Edition of the Workshop on Unifying Representations in Neural Models, 2025

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

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

Proceedings of the 20th International Conference on Wireless and Mobile Computing, 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

Proceedings of the IEEE International Conference on E-health Networking, 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, Luigi Serio

Proceedings of the IEEE International Conference on E-health Networking, 2024

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

Proceedings of the IEEE International Conference on E-health Networking, 2024