Archivio Istituzionale della RicercaCALIGARI, SILVIA
CALIGARI, SILVIA
Dipartimento di Elettronica e Telecomunicazioni
097881
A Three-Class AI Model for Brugada Syndrome Detection to Improve Diagnostic Accuracy in ECG Analysis
2025 Randazzo, Vincenzo; Casella, Alessandro; Caligari, Silvia; Gaita, Fiorenzo; Giustetto, Carla; Pasero, Eros
A Vision Transformer Model for the Prediction of Fatal Arrhythmic Events in Patients with Brugada Syndrome
2025 Randazzo, V.; Caligari, S.; Pasero, E.; Giustetto, C.; Saglietto, A.; Bertarello, W.; Averbuch, A.; Marcus-Kalish, M.; Zheludev, V.; Gaita, F.
ECG Images Analysis for the Prediction of Fatal Arrhythmic Events in Patients with Brugada Syndrome Based on a Vision Transformer Model
2025 Caligari, S.; Randazzo, V.; Giustetto, C.; Gaita, F.; Pasero, E.
Enhancing ECG Analysis with a Hybrid Deep Learning Approach: Automatic Detection of Significant Features
2025 Delrio, F.; De Vitis, V.; Caligari, S.; Randazzo, V.; Cirrincione, G.; Pasero, E.
A neural network approach for the prediction of arrhythmic events in patients with Brugada syndrome via ECG features analysis
2024 Caligari, Silvia; Randazzo, Vincenzo; Gaita, Fiorenzo; Giustetto, Carla; Millesimo, Michele; Pasero, Eros
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A Three-Class AI Model for Brugada Syndrome Detection to Improve Diagnostic Accuracy in ECG Analysis / Randazzo, Vincenzo; Casella, Alessandro; Caligari, Silvia; Gaita, Fiorenzo; Giustetto, Carla; Pasero, Eros. - ELETTRONICO. - (2025). (Intervento presentato al convegno 2025 IEEE Medical Measurements & Applications (MeMeA) tenutosi a Chania (Gre) nel 28-30 May 2025) [10.1109/memea65319.2025.11067974]. | 1-gen-2025 | Randazzo, VincenzoCasella, AlessandroCaligari, SilviaPasero, Eros + | A_Three-Class_AI_Model_for_Brugada_Syndrome_Detection_to_Improve_Diagnostic_Accuracy_in_ECG_Analysis.pdf; 1571123860 final.pdf |
| A Vision Transformer Model for the Prediction of Fatal Arrhythmic Events in Patients with Brugada Syndrome / Randazzo, V.; Caligari, S.; Pasero, E.; Giustetto, C.; Saglietto, A.; Bertarello, W.; Averbuch, A.; Marcus-Kalish, M.; Zheludev, V.; Gaita, F.. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 25:3(2025). [10.3390/s25030824] | 1-gen-2025 | Randazzo V.Caligari S.Pasero E. + | 2025_Journal_sensors_Brugada_ViT.pdf |
| ECG Images Analysis for the Prediction of Fatal Arrhythmic Events in Patients with Brugada Syndrome Based on a Vision Transformer Model / Caligari, S.; Randazzo, V.; Giustetto, C.; Gaita, F.; Pasero, E. (SMART INNOVATION, SYSTEMS AND TECHNOLOGIES). - In: Advanced Neural Artificial Intelligence: Theories and Applications / Esposito A., Faundez-Zanuy M., Morabito F. C., Pasero E., Cordasco G.. - STAMPA. - Singapore : Springer, 2025. - ISBN 9789819609932. - pp. 13-22 [10.1007/978-981-96-0994-9_2] | 1-gen-2025 | Caligari S.Randazzo V.Pasero E. + | 2025_bookExtracted_WIRN2023_Brugada_Caligari.pdf; WIRN2023_paper_16_postPrint_v2.pdf |
| Enhancing ECG Analysis with a Hybrid Deep Learning Approach: Automatic Detection of Significant Features / Delrio, F.; De Vitis, V.; Caligari, S.; Randazzo, V.; Cirrincione, G.; Pasero, E. (SMART INNOVATION, SYSTEMS AND TECHNOLOGIES). - In: Smart Innovation, Systems and Technologies / Esposito A., Faundez-Zanuy M., Morabito F. C., Pasero E., Cordasco G.. - STAMPA. - Singapore : Springer Nature, 2025. - ISBN 9789819609932. - pp. 23-33 [10.1007/978-981-96-0994-9_3] | 1-gen-2025 | Delrio F.De Vitis V.Caligari S.Randazzo V.Pasero E. + | 2025_bookExtracted_WIRN2023_ECG features extraction_Tesi_DeVitis.pdf; WIRN2023_paper_20_postPrint.pdf |
| A neural network approach for the prediction of arrhythmic events in patients with Brugada syndrome via ECG features analysis / Caligari, Silvia; Randazzo, Vincenzo; Gaita, Fiorenzo; Giustetto, Carla; Millesimo, Michele; Pasero, Eros. - ELETTRONICO. - (2024), pp. 329-333. (Intervento presentato al convegno IEEE 22nd Mediterranean Electrotechnical Conference (MELECON) tenutosi a Porto (Portugal) nel 25-27 June 2024) [10.1109/melecon56669.2024.10608666]. | 1-gen-2024 | Caligari, SilviaRandazzo, VincenzoPasero, Eros + | Melecon_2024.pdf; A_neural_network_approach_for_the_prediction_of_arrhythmic_events_in_patients_with_Brugada_syndrome_via_ECG_features_analysis.pdf |