Luigi Fiorillo

17 papers Journal 12Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
SLEEPYLAND: trust begins with fair evaluation of automatic sleep staging models.
npj Digit. Medicine
Alvise Dei Rossi, Matteo Metaldi, Michal Bechny, Irina Filchenko, Julia van der Meer, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Francesca D. Faraci, Luigi Fiorillo
2025 — conf
Brugada Syndrome Diagnosis Through Self-supervised Contrastive Learning.
AIME (2)
Beatrice Zanchi, Giuliana Monachino, Luigi Fiorillo, Giulio Conte, Francesca Dalia Faraci
2025 J jnl
NAP: Attention-Based Late Fusion for Automatic Sleep Staging.
CoRR
Alvise Dei Rossi, Julia van der Meer, Markus H. Schmidt, Claudio L. A. Bassetti, Luigi Fiorillo, Francesca Faraci
2025 J jnl
SLEEPYLAND: trust begins with fair evaluation of automatic sleep staging models.
CoRR
Alvise Dei Rossi, Matteo Metaldi, Michal Bechny, Irina Filchenko, Julia van der Meer, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Francesca D. Faraci, Luigi Fiorillo
2025 J jnl
Self-DANA: A Resource-Efficient Channel-Adaptive Self-Supervised Approach for ECG Foundation Models.
CoRR
Giuliana Monachino, Nicolò La Porta, Beatrice Zanchi, Luigi Fiorillo, Alvise Dei Rossi, Georgiy Farina, Francesca Dalia Faraci
2025 J jnl
Synthetic ECG signals generation: A scoping review.
Comput. Biol. Medicine
Beatrice Zanchi, Giuliana Monachino, Luigi Fiorillo, Giulio Conte, Angelo Auricchio, Athina Tzovara, Francesca D. Faraci
2024 J jnl
Comparison analysis between standard polysomnographic data and in-ear-EEG signals: A preliminary study.
CoRR
Gianpaolo Palo, Luigi Fiorillo, Giuliana Monachino, Michal Bechny, Mark Melnykowycz, Athina Tzovara, Valentina Agostini, Francesca Dalia Faraci
2024 — conf
Framework for Algorithmic Bias Quantification and its Application to Automated Sleep Scoring.
SDS
Michal Bechny, Giuliana Monachino, Luigi Fiorillo, Julia van der Meer, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Francesca D. Faraci
2023 J jnl
Bridging AI and Clinical Practice: Integrating Automated Sleep Scoring Algorithm with Uncertainty-Guided Physician Review.
CoRR
Michal Bechny, Giuliana Monachino, Luigi Fiorillo, Julia van der Meer, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Francesca D. Faraci
2023 J jnl
Deep Generative Models: The winning key for large and easily accessible ECG datasets?
Comput. Biol. Medicine
Giuliana Monachino, Beatrice Zanchi, Luigi Fiorillo, Giulio Conte, Angelo Auricchio, Athina Tzovara, Francesca Dalia Faraci
2023 J jnl
U-Sleep's resilience to AASM guidelines.
npj Digit. Medicine
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
2022 J jnl
Multi-Scored Sleep Databases: How to Exploit the Multiple-Labels in Automated Sleep Scoring.
CoRR
Luigi Fiorillo, Davide Pedroncelli, Valentina Agostini, Paolo Favaro, Francesca Dalia Faraci
2022 J jnl
U-Sleep: resilient to AASM guidelines.
CoRR
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
2021 J jnl
DeepSleepNet-Lite: A Simplified Automatic Sleep Stage Scoring Model with Uncertainty Estimates.
CoRR
Luigi Fiorillo, Paolo Favaro, Francesca Dalia Faraci
2020 — conf
Personalized Sleep Spindle Detection in Whole Night Polysomnography.
EMBC
Stefano Scafa, Luigi Fiorillo, Marta Lucchini, Corinne Roth, Valentina Agostini, Alberto Vancheri, Francesca D. Faraci
2020 — conf
Temporal dependency in automatic sleep scoring via deep learning based architectures: An empirical study.
EMBC
Luigi Fiorillo, Michael Wand, Italo Marino, Paolo Favaro, Francesca D. Faraci
2019 — conf
A Semantic and Rule Based Technique and Inference Engine for Discovering Real Estate Units in Building Information Models.
AIKE
Beniamino Di Martino, Claudio Mirarchi, Fedele Federico D'Abrunzo, Luigi Fiorillo, Nicola Iovine, Caterina Trebbi, Alberto Pavan