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Bechny, Michal; Monachino, Giuliana; Fiorillo, Luigi; van der Meer, Julia; Schmidt, Markus H; Bassetti, Claudio L. A.; Tzovara, Athina; Faraci, Francesca D (2024). Bridging AI and Clinical Practice: Integrating Automated Sleep Scoring Algorithm with Uncertainty-Guided Physician Review. Nature and science of sleep, 16, pp. 555-572. Dove Medical Press 10.2147/NSS.S455649
Monachino, Giuliana; Zanchi, Beatrice; Fiorillo, Luigi; Conte, Giulio; Auricchio, Angelo; Tzovara, Athina; Faraci, Francesca Dalia (2023). Deep Generative Models: The winning key for large and easily accessible ECG datasets? Computers in biology and medicine, 167(107655), p. 107655. Pergamon 10.1016/j.compbiomed.2023.107655
Fiorillo, Luigi; Pedroncelli, Davide; Agostini, Valentina; Favaro, Paolo; Faraci, Francesca Dalia (2023). Multi-Scored Sleep Databases: How to Exploit the Multiple-Labels in Automated Sleep Scoring. Sleep, 46(5) Oxford University Press 10.1093/sleep/zsad028
Fiorillo, Luigi; Monachino, Giuliana; van der Meer, Julia; Pesce, Marco; Warncke, Jan D; Schmidt, Markus H; Bassetti, Claudio L. A.; Tzovara, Athina; Favaro, Paolo; Faraci, Francesca D (2023). U-Sleep's resilience to AASM guidelines. NPJ digital medicine, 6(1), p. 33. Nature Publishing Group 10.1038/s41746-023-00784-0
Ancona, Stefania; Faraci, Francesca D; Khatab, Elina; Fiorillo, Luigi; Gnarra, Oriella; Nef, Tobias; Bassetti, Claudio L. A.; Bargiotas, Panagiotis (2022). Wearables in the home-based assessment of abnormal movements in Parkinson's disease: a systematic review of the literature. Journal of neurology, 269(1), pp. 100-110. Springer-Medizin-Verlag 10.1007/s00415-020-10350-3
Fiorillo, Luigi; Favaro, Paolo; Faraci, Francesca Dalia (2021). DeepSleepNet-Lite: A Simplified Automatic Sleep Stage Scoring Model with Uncertainty Estimates. IEEE transactions on neural systems and rehabilitation engineering, 29, pp. 2076-2085. IEEE 10.1109/TNSRE.2021.3117970
Scafa, Stefano; Fiorillo, Luigi; Lucchini, Marta; Roth, Corinne; Agostini, Valentina; Vancheri, Alberto; Faraci, Francesca D (2020). Personalized Sleep Spindle Detection in Whole Night Polysomnography. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2020, pp. 1047-1050. IEEE 10.1109/EMBC44109.2020.9176136
Fiorillo, Luigi; Puiatti, Alessandro; Papandrea, Michela; Ratti, Pietro-Luca; Favaro, Paolo; Roth, Corinne; Bargiotas, Panagiotis; Bassetti, Claudio L.; Faraci, Francesca D (2019). Automated sleep scoring: A review of the latest approaches. Sleep medicine reviews, 48, p. 101204. Elsevier 10.1016/j.smrv.2019.07.007
Fiorillo, Luigi; Wand, Michael; Marino, Italo; Favaro, Paolo; Faraci, Francesca D. (2020). Temporal dependency in automatic sleep scoring via deep learning based architectures: An empirical study. In: 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (pp. 3509-3512). IEEE
Fiorillo, Luigi; Monachino, Giuliana; van der Meer, Julia; Pesce, Marco; Warncke, Jan; Schmidt, Markus H.; Bassetti, Claudio L. A.; Tzovara, Athina; Favaro, Paolo; Faraci, Francesca D. (September 2022). U-Sleep: resilient to AASM guidelines (arXiv). Cornell University
