Albert Sund Aillet

13 papers B 1C 3Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Decoder-Free Supervoxel GNN for Accurate Brain-Tumor Localization in Multi-Modal MRI.
CoRR
Andrea Protani, Marc Molina Van De Bosch, Lorenzo Giusti, Heloisa Barbosa Da Silva, Paolo Cacace, Albert Sund Aillet, Miguel Ángel González Ballester, Friedhelm Hummel, Luigi Serio
2025 J jnl
A Secure and Trustworthy Federated Learning Platform as a Service Model for Stroke Management in European Clinical Centers.
IEEE Access
Diogo Reis Santos, Albert Sund Aillet, Antonio Boiano, Marco Di Gennaro, Riccardo Taiello, Usevalad Milasheuski, Lorenzo Giusti, Matilde Carvalho Costa, Mattia Brambilla, Paolo Cacace, Rodrigo Lopes de Almeida, Simone Buranti, Alessandro E. C. Redondi, Michele Carminati, Monica Nicoli, Sanaz Kianoush, Stefano Savazzi, Stefano Zanero, Luigi Serio
2025 — conf
Decoder-Free Supervoxel GNN for Accurate Brain-Tumor Localization in Multi-modal MRI.
GRAIL/RIME@MICCAI
Andrea Protani, Marc Molina Van De Bosch, Lorenzo Giusti, Heloisa Barbosa Da Silva, Paolo Cacace, Albert Sund Aillet, Friedhelm Hummel, Luigi Serio
2025 — conf
Federated GNNs for EEG-Based Stroke Assessment.
UniReps
Andrea Protani, Lorenzo Giusti, Albert Sund Aillet, Simona Sacco, Paolo Manganotti, Lucio Marinelli, Diogo Reis Santos, Pierpaolo Brutti, Pietro Caliandro, Luigi Serio
2024 C conf
A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers.
HealthCom
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
2024 J jnl
A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers.
CoRR
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
2024 B conf
A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications.
WiMob
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
2024 J jnl
A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications.
CoRR
Antonio Boiano, Marco Di Gennaro, Luca Barbieri, Michele Carminati, Monica Nicoli, Alessandro Redondi, Stefano Savazzi, Albert Sund Aillet, Diogo Reis Santos, Luigi Serio
2024 C conf
Feasibility Analysis of Federated Neural Networks for Explainable Detection of Atrial Fibrillation.
HealthCom
Diogo Reis Santos, Andrea Protani, Lorenzo Giusti, Albert Sund Aillet, Pierpaolo Brutti, Luigi Serio
2024 J jnl
Feasibility Analysis of Federated Neural Networks for Explainable Detection of Atrial Fibrillation.
CoRR
Diogo Reis Santos, Andrea Protani, Lorenzo Giusti, Albert Sund Aillet, Pierpaolo Brutti, Luigi Serio
2024 J jnl
Federated GNNs for EEG-Based Stroke Assessment.
CoRR
Andrea Protani, Lorenzo Giusti, Albert Sund Aillet, Simona Sacco, Paolo Manganotti, Lucio Marinelli, Diogo Reis Santos, Pierpaolo Brutti, Pietro Caliandro, Luigi Serio
2024 C conf
Towards Explainable Graph Neural Networks for Neurological Evaluation on EEG Signals.
HealthCom
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
2024 J jnl
Towards Explainable Graph Neural Networks for Neurological Evaluation on EEG Signals.
CoRR
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