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Luigi Fiorillo
Luigi Fiorillo
University of Applied Sciences and Arts of Southern Switzerland
Adresse e-mail validée de supsi.ch
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Automated sleep scoring: a review of the latest approaches
L Fiorillo, A Puiatti, M Papandrea, PL Ratti, P Favaro, C Roth, P Bargiotas, ...
Sleep medicine reviews 48, 101204, 2019
2112019
Deepsleepnet-lite: A simplified automatic sleep stage scoring model with uncertainty estimates
L Fiorillo, P Favaro, FD Faraci
IEEE transactions on neural systems and rehabilitation engineering 29, 2076-2085, 2021
582021
Wearables in the home-based assessment of abnormal movements in Parkinson’s disease: a systematic review of the literature
S Ancona, FD Faraci, E Khatab, L Fiorillo, O Gnarra, T Nef, CLA Bassetti, ...
Journal of neurology, 1-11, 2022
482022
Multi-scored sleep databases: how to exploit the multiple-labels in automated sleep scoring
L Fiorillo, D Pedroncelli, V Agostini, P Favaro, FD Faraci
Sleep 46 (5), zsad028, 2023
92023
U-Sleep’s resilience to AASM guidelines
L Fiorillo, G Monachino, J van der Meer, M Pesce, JD Warncke, ...
NPJ digital medicine 6 (1), 33, 2023
92023
Temporal dependency in automatic sleep scoring via deep learning based architectures: An empirical study
L Fiorillo, M Wand, I Marino, P Favaro, FD Faraci
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
42020
Deep Generative Models: The winning key for large and easily accessible ECG datasets?
G Monachino, B Zanchi, L Fiorillo, G Conte, A Auricchio, A Tzovara, ...
Computers in biology and medicine, 107655, 2023
22023
Automatic sleep scoring: the relationship between age and sleep
G Monachino, L Fiorillo, M Bechny, J van der Meer, A Tzovara, FD Faraci
JOURNAL OF SLEEP RESEARCH 31, 2022
22022
Automatic sleep scoring via deep learning: do it at home!
L Fiorillo, G Monachino, M Bechny, G Palo, K Samaras-Tsakiris, W du Toit, ...
Sleep Medicine 115, 93, 2024
2024
Comparison analysis between standard polysomnographic data and in-ear-EEG signals: A preliminary study
G Palo, L Fiorillo, G Monachino, M Bechny, M Melnykowycz, A Tzovara, ...
arXiv preprint arXiv:2401.10107, 2024
2024
Bridging AI and Clinical Practice: Integrating Automated Sleep Scoring Algorithm with Uncertainty-Guided Physician Review
M Bechny, G Monachino, L Fiorillo, J van der Meer, MH Schmidt, ...
arXiv preprint arXiv:2312.14996, 2023
2023
The complex relation between sleep and motor performance in Parkinson's disease
F Faraci, PE Nunes-Ferrreira, C Ferlito, L Fiorillo, A Mascheroni, M Drame, ...
JOURNAL OF SLEEP RESEARCH 29, 325-325, 2020
2020
Individualized thresholds in sleep spindle detection
M Lucchini, L Fiorillo, S Scafa, C Roth, A Vancheri, F Faraci
JOURNAL OF SLEEP RESEARCH 29, 272-273, 2020
2020
Personalized Sleep Spindle Detection in Whole Night Polysomnography
S Scafa, L Fiorillo, M Lucchini, C Roth, V Agostini, A Vancheri, FD Faraci
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
2020
Automated Sleep Scoring, Deep Learning and Physician Supervision
L Fiorillo
Universität Bern, 0
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