Παρακολούθηση
Luigi Fiorillo
Luigi Fiorillo
University of Applied Sciences and Arts of Southern Switzerland
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα supsi.ch
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Παρατίθεται από
Παρατίθεται από
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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
2622019
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
902021
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
682022
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
222023
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
142023
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
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
52020
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
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, ...
Nature and science of sleep, 555-572, 2024
12024
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
12020
Synthetic ECG signals generation: A scoping review
B Zanchi, G Monachino, L Fiorillo, G Conte, A Auricchio, A Tzovara, ...
Computers in Biology and Medicine 184, 109453, 2025
2025
Framework for Algorithmic Bias Quantification and its Application to Automated Sleep Scoring
M Bechny, G Monachino, L Fiorillo, J van der Meer, M Schmidt, C Bassetti, ...
2024 11th IEEE Swiss Conference on Data Science (SDS), 250-253, 2024
2024
Do state-of-the-art sleep-scoring algorithms preserve clinical information?
M Bechny, L Fiorillo, G Monachino, J van der Meer, MH Schmidt, ...
Sleep Medicine 115, S406, 2024
2024
Quantifying dynamics of sleep in subjects with sleep-disordered breathing: towards new biomarkers
M Bechny, L Fiorillo, G Monachino, J van der Meer, MH Schmidt, ...
Sleep Medicine 115, 378, 2024
2024
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
Novel Digital Markers of Sleep Dynamics: A Causal Inference Approach Revealing Age and Gender Phenotypes in Obstructive Sleep Apnea
M Bechny, A Kishi, L Fiorillo, J van der Meer, M Schmidt, C Bassetti, ...
medRxiv, 2024.10. 23.24315965, 2024
2024
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
Automated Sleep Scoring, Deep Learning and Physician Supervision
L Fiorillo
Universität Bern, 0
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