Giovanni Lonia

According to our database, Giovanni Lonia authored at least 4 papers between 2024 and 2025.

Collaborative distances:

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

2025

Data Fusion in Tele-Rehabilitation: Combining Cognitive and Motor Datasets to Train a Machine Learning Model for Assessing Patients' Outcomes.

Giovanni Lonia, Davide Ciraolo, Mirjam Bonanno, Rocco Salvatore Calabrò, Fabrizio Celesti, Maria Fazio, Massimo Villari, Antonio Celesti

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2025

2024

Comparing CNNs and ViTs for Medical Image Classification Leveraging Transfer Learning.

Giovanni Lonia, Davide Ciraolo, Maria Fazio, Massimo Villari, Antonio Celesti

Proceedings of the IEEE Symposium on Computers and Communications, 2024

Comparing CNN and ViT in both Centralised and Federated Learning Scenarios: a Pneumonia Diagnosis Case Study.

Giovanni Lonia, Davide Ciraolo, Maria Fazio, Fabrizio Celesti, Paolo Ruggeri, Massimo Villari, Antonio Celesti

Proceedings of the IEEE Symposium on Computers and Communications, 2024

Leveraging Audio Biomarkers for Enriching the Tele-Monitoring of Patients.

Antonio Celesti, Marco Dell'Acqua, Giovanni Lonia, Davide Ciraolo, Fabrizio Celesti, Maria Fazio, Massimo Villari, Mirjam Bonanno, Rocco Salvatore Calabrò

Proceedings of the IEEE Symposium on Computers and Communications, 2024