Luigi Fiorillo

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Clinical Practice

Top Venues

Comput. Biol. Medicine

Publications

Gianpaolo Palo, Luigi Fiorillo, Giuliana Monachino, Michal Bechny, Mark Melnykowycz, Athina Tzovara, Valentina Agostini, Francesca Dalia Faraci
Comparison analysis between standard polysomnographic data and in-ear-EEG signals: A preliminary study. CoRR (2024)
Michal Bechny, Giuliana Monachino, Luigi Fiorillo, Julia van der Meer, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Francesca D. Faraci
Bridging AI and Clinical Practice: Integrating Automated Sleep Scoring Algorithm with Uncertainty-Guided Physician Review. CoRR (2023)
Giuliana Monachino, Beatrice Zanchi, Luigi Fiorillo, Giulio Conte, Angelo Auricchio, Athina Tzovara, Francesca Dalia Faraci
Deep Generative Models: The winning key for large and easily accessible ECG datasets? Comput. Biol. Medicine 167 (2023)
Luigi Fiorillo, Giuliana Monachino, Julia van der Meer, Marco Pesce, Jan D. Warncke, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Paolo Favaro, Francesca D. Faraci
U-Sleep's resilience to AASM guidelines. npj Digit. Medicine 6 (2023)
Luigi Fiorillo, Davide Pedroncelli, Valentina Agostini, Paolo Favaro, Francesca Dalia Faraci
Multi-Scored Sleep Databases: How to Exploit the Multiple-Labels in Automated Sleep Scoring. CoRR (2022)
Luigi Fiorillo, Giuliana Monachino, Julia van der Meer, Marco Pesce, Jan Warncke, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Paolo Favaro, Francesca D. Faraci
U-Sleep: resilient to AASM guidelines. CoRR (2022)
Luigi Fiorillo, Paolo Favaro, Francesca Dalia Faraci
DeepSleepNet-Lite: A Simplified Automatic Sleep Stage Scoring Model with Uncertainty Estimates. CoRR (2021)
Stefano Scafa, Luigi Fiorillo, Marta Lucchini, Corinne Roth, Valentina Agostini, Alberto Vancheri, Francesca D. Faraci
Personalized Sleep Spindle Detection in Whole Night Polysomnography. EMBC (2020)
Luigi Fiorillo, Michael Wand, Italo Marino, Paolo Favaro, Francesca D. Faraci
Temporal dependency in automatic sleep scoring via deep learning based architectures: An empirical study. EMBC (2020)
Beniamino Di Martino, Claudio Mirarchi, Fedele Federico D'Abrunzo, Luigi Fiorillo, Nicola Iovine, Caterina Trebbi, Alberto Pavan
A Semantic and Rule Based Technique and Inference Engine for Discovering Real Estate Units in Building Information Models. AIKE (2019)