Luigi Serio

31 papers B 1C 3Journal 21Unranked 6
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
2026 — conf
Federated Transformer-GNN for Privacy-Preserving Brain Tumor Localization with Modality-Level Explainability.
BIOSTEC (1)
Andrea Protani, Riccardo Taiello, Marc Molina Van De Bosch, Luigi Serio
2026 J jnl
Federated Transformer-GNN for Privacy-Preserving Brain Tumor Localization with Modality-Level Explainability.
CoRR
Andrea Protani, Riccardo Taiello, Marc Molina Van De Bosch, Luigi Serio
2025 J jnl
A Close Look at the Communication Efficiency and the Energy Footprints of Robust Federated Learning in Industrial IoT.
IEEE Internet Things J.
Luca Barbieri, Sanaz Kianoush, Monica Nicoli, Luigi Serio, Stefano Savazzi
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
2025 J jnl
Federation of Agents: A Semantics-Aware Communication Fabric for Large-Scale Agentic AI.
CoRR
Lorenzo Giusti, Ole Anton Werner, Riccardo Taiello, Matilde Carvalho Costa, Emre Tosun, Andrea Protani, Marc Molina, Rodrigo Lopes de Almeida, Paolo Cacace, Diogo Reis Santos, Luigi Serio
2025 — conf
The Interplay Between Explainability and Differential Privacy in Federated Healthcare.
BRIDGE/DeCaF@MICCAI
Marc Molina Van De Bosch, Andrea Protani, Riccardo Taiello, Lorenzo Giusti, Matilde Carvalho Costa, Ioannis Stathopoulos, Efstathios P. Efstathopoulos, Diogo Reis Santos, Miguel Ángel González Ballester, 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 — conf
Brain MRI Screening Tool with Federated Learning.
ISBI
Roman Stoklasa, Ioannis Stathopoulos, Efstratios Karavasilis, Efstathios P. Efstathopoulos, Marek Dostál, Milos Kerkovský, Michal Kozubek, Luigi Serio
2024 J jnl
Evaluating Brain Tumor Detection with Deep Learning Convolutional Neural Networks Across Multiple MRI Modalities.
J. Imaging
Ioannis Stathopoulos, Luigi Serio, Efstratios Karavasilis, Maria Anthi Kouri, Georgios Velonakis, Nikolaos Kelekis, Efstathios P. Efstathopoulos
2024 J jnl
Exploring Multi-Pathology Brain Segmentation: From Volume-Based to Component-Based Deep Learning Analysis.
J. Imaging
Ioannis Stathopoulos, Roman Stoklasa, Maria Anthi Kouri, Georgios Velonakis, Efstratios Karavasilis, Efstathios P. Efstathopoulos, 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
2023 — conf
A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification.
CAMAD
Luca Barbieri, Stefano Savazzi, Sanaz Kianoush, Monica Nicoli, Luigi Serio
2023 J jnl
A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification.
CoRR
Luca Barbieri, Stefano Savazzi, Sanaz Kianoush, Monica Nicoli, Luigi Serio
2023 J jnl
Brain MRI Screening Tool with Federated Learning.
CoRR
Roman Stoklasa, Ioannis Stathopoulos, Efstratios Karavasilis, Efstathios P. Efstathopoulos, Marek Dostál, Milos Kerkovský, Michal Kozubek, Luigi Serio
2022 J jnl
A Niching Augmented Evolutionary Algorithm for the Identification of Functional Dependencies in Complex Technical Infrastructures From Alarm Data.
IEEE Syst. J.
Federico Antonello, Piero Baraldi, Enrico Zio, Luigi Serio
2022 J jnl
Decentralized Federated Learning for Healthcare Networks: A Case Study on Tumor Segmentation.
IEEE Access
Bernardo Camajori Tedeschini, Stefano Savazzi, Roman Stoklasa, Luca Barbieri, Ioannis Stathopoulos, Monica Nicoli, Luigi Serio
2021 J jnl
A novel association rule mining method for the identification of rare functional dependencies in Complex Technical Infrastructures from alarm data.
Expert Syst. Appl.
Federico Antonello, Piero Baraldi, Ahmed Shokry, Enrico Zio, Ugo Gentile, Luigi Serio
2021 J jnl
Association rules extraction for the identification of functional dependencies in complex technical infrastructures.
Reliab. Eng. Syst. Saf.
Federico Antonello, Piero Baraldi, Ahmed Shokry, Enrico Zio, Ugo Gentile, Luigi Serio
2020 J jnl
A Feature Selection-based Approach for the Identification of Critical Components in Complex Technical Infrastructures: Application to the CERN Large Hadron Collider.
Reliab. Eng. Syst. Saf.
Piero Baraldi, Andrea Castellano, Ahmed Shokry, Ugo Gentile, Luigi Serio, Enrico Zio
2019 J jnl
Survey on international standards and best practices for patch management of complex industrial control systems: the critical infrastructure of particle accelerators case study.
Int. J. Crit. Comput. Based Syst.
Ugo Gentile, Luigi Serio
2018 J jnl
Making Sense of (Ultra) Low-Cost Flights Vertical Differentiation in Two-Sided Markets.
Manag. Sci.
Luigi Serio, Piero Tedeschi, Giovanni Ursino