Archivio Istituzionale della RicercaMOSCA, UMBERTO
MOSCA, UMBERTO
Dipartimento di Automatica e Informatica
048213
Exploring Heart Rate Variability Feature Importance for REM Sleep Behavior Disorder Classification: A Comprehensive Multi Dataset Study
2026 Mosca, Umberto; Rechichi, Irene; Cicolin, Alessandro; Olmo, Gabriella
Full-Night Comparison of ECG- and PPG-Derived Measures of Cardiac Variability for Sleep Disorder Screening
2026 Ciampa, Ilaria; Perrone, Benedetta; Mosca, Umberto; Fattori, Elisa; Sinagra, Serena; Cicolin, Alessandro; Rechichi, Irene; Olmo, Gabriella
Interpretable HRV-Based Detection of REM Sleep Behaviour Disorder via Explainable Boosting Machines
2026 Digiacomo, Federico; Mosca, Umberto; Ciampa, Ilaria; Rechichi, Irene; Cicolin, Alessandro; Olmo, Gabriella
Wearable-Enabled Screening of RBD Through HRV-Based Machine Learning
2026 Mosca, Umberto
Early Detection of Dysphagia Signs in Parkinson’s Disease: An Artificial Intelligence-Based Approach Using Non-Invasive Sensors
2025 Gazzanti Pugliese Di Cotrone, Michele Antonio; Akhtar, Nidà Farooq; Patera, Martina; Gallo, Silvia; Mosca, Umberto; Ghislieri, Marco; Ferraris, Claudia; Suppa, Antonio; Artusi, Carlo Alberto; Zampogna, Alessandro; Amprimo, Gianluca; Imbalzano, Gabriele; Cerfoglio, Serena; Cimolin, Veronica; Borzì, Luigi; Olmo, Gabriella; Irrera, Fernanda
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Exploring Heart Rate Variability Feature Importance for REM Sleep Behavior Disorder Classification: A Comprehensive Multi Dataset Study / Mosca, U., Rechichi, I., Cicolin, A., Olmo, G.. - 693:(2026), pp. 102-116. (19th EAI International Conference on Pervasive Computing Technologies for Healthcare, Pervasive Health 2025 Eindhoven (NL) 15-17 October 2025) [10.1007/978-3-032-27582-0_7]. | 1-gen-2026 | Mosca, UmbertoRechichi, IreneOlmo, Gabriella + | Exploring Heart Rate Variability Feature Importance.pdf; _EAI_PervasiveHealth_25__HRV_Feature_Importance.pdf |
| Full-Night Comparison of ECG- and PPG-Derived Measures of Cardiac Variability for Sleep Disorder Screening / Ciampa, I., Perrone, B., Mosca, U., Fattori, E., Sinagra, S., Cicolin, A., Rechichi, I., Olmo, G.. - In: ALGORITHMS. - ISSN 1999-4893. - ELETTRONICO. - 19:7(2026). [10.3390/a19070531] | 1-gen-2026 | Ilaria CiampaBenedetta PerroneUmberto MoscaIrene RechichiGabriella Olmo + | algorithms-19-00531.pdf |
| Interpretable HRV-Based Detection of REM Sleep Behaviour Disorder via Explainable Boosting Machines / Digiacomo, F., Mosca, U., Ciampa, I., Rechichi, I., Cicolin, A., Olmo, G.. - (2026), pp. 1096-1101. (39th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2026 Limassol (CY) June 3-5 2026) [10.1109/CBMS69103.2026.00223]. | 1-gen-2026 | Digiacomo, FedericoMosca, UmbertoCiampa, IlariaRechichi, IreneOlmo, Gabriella + | 499901b096.pdf; 2026191731.pdf |
| Wearable-Enabled Screening of RBD Through HRV-Based Machine Learning / Mosca, U.. - (2026), pp. 34-35. (2026 IEEE International Conference on Pervasive Computing and Communications Workshops and otherAffiliated Events, PerCom Workshops 2026 Pisa (ITA) 16-20 March 2026) [10.1109/percomworkshops68308.2026.11585203]. | 1-gen-2026 | Mosca, Umberto | Wearable-Enabled_Screening_of_RBD_Through_HRV-Based_Machine_Learning.pdf; _2026__PerCom___PhD_Forum__IEEE_2_column_template_.pdf |
| Early Detection of Dysphagia Signs in Parkinson’s Disease: An Artificial Intelligence-Based Approach Using Non-Invasive Sensors / Gazzanti Pugliese Di Cotrone, M.A., Akhtar, N.F., Patera, M., Gallo, S., Mosca, U., Ghislieri, M., Ferraris, C., Suppa, A., Artusi, C.A., Zampogna, A., Amprimo, G., Imbalzano, G., Cerfoglio, S., Cimolin, V., Borzì, L., Olmo, G., Irrera, F.. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 25:22(2025). [10.3390/s25226834] | 1-gen-2025 | Mosca, UmbertoGhislieri, MarcoAmprimo, GianlucaBorzì, LuigiOlmo, Gabriella + | sensors-25-06834.pdf |