A Semantic and Rule Based Technique and Inference Engine for Discovering Real Estate Units in Building Information Models. - Beniamino Di Martino; Claudio Mirarchi; Fedele Federico D'Abrunzo; Luigi Fiorillo; Nicola Iovine; Caterina Trebbi; Alberto Pavan (AIKE, 2019)

Temporal dependency in automatic sleep scoring via deep learning based architectures: An empirical study. - Luigi Fiorillo; Michael Wand 002; Italo Marino; Paolo Favaro; Francesca D. Faraci (EMBC, 2020)

Personalized Sleep Spindle Detection in Whole Night Polysomnography. - Stefano Scafa; Luigi Fiorillo; Marta Lucchini; Corinne Roth; Valentina Agostini; Alberto Vancheri; Francesca D. Faraci (EMBC, 2020)

DeepSleepNet-Lite: A Simplified Automatic Sleep Stage Scoring Model with Uncertainty Estimates. - Luigi Fiorillo; Paolo Favaro; Francesca Dalia Faraci (CoRR, 2021)

Multi-Scored Sleep Databases: How to Exploit the Multiple-Labels in Automated Sleep Scoring. - Luigi Fiorillo; Davide Pedroncelli; Valentina Agostini; Paolo Favaro; Francesca Dalia Faraci (CoRR, 2022)

U-Sleep: resilient to AASM guidelines. - 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 (CoRR, 2022)

Bridging AI and Clinical Practice: Integrating Automated Sleep Scoring Algorithm with Uncertainty-Guided Physician Review. - Michal Bechny; Giuliana Monachino; Luigi Fiorillo; Julia van der Meer; Markus H. Schmidt; Claudio L. A. Bassetti; Athina Tzovara; Francesca D. Faraci (CoRR, 2023)

U-Sleep's resilience to AASM guidelines. - 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 (npj Digit. Medicine, 2023)

Deep Generative Models: The winning key for large and easily accessible ECG datasets? - Giuliana Monachino; Beatrice Zanchi; Luigi Fiorillo; Giulio Conte; Angelo Auricchio; Athina Tzovara; Francesca Dalia Faraci (Comput. Biol. Medicine, 2023)

Framework for Algorithmic Bias Quantification and its Application to Automated Sleep Scoring. - Michal Bechny; Giuliana Monachino; Luigi Fiorillo; Julia van der Meer; Markus H. Schmidt; Claudio L. A. Bassetti; Athina Tzovara; Francesca D. Faraci (SDS, 2024)

Comparison analysis between standard polysomnographic data and in-ear-EEG signals: A preliminary study. - Gianpaolo Palo; Luigi Fiorillo; Giuliana Monachino; Michal Bechny; Mark Melnykowycz; Athina Tzovara; Valentina Agostini; Francesca Dalia Faraci (CoRR, 2024)

Brugada Syndrome Diagnosis Through Self-supervised Contrastive Learning. - Beatrice Zanchi; Giuliana Monachino; Luigi Fiorillo; Giulio Conte; Francesca Dalia Faraci (AIME (2), 2025)

Synthetic ECG signals generation: A scoping review. - Beatrice Zanchi; Giuliana Monachino; Luigi Fiorillo; Giulio Conte; Angelo Auricchio; Athina Tzovara; Francesca D. Faraci (Comput. Biol. Medicine, 2025)

SLEEPYLAND: trust begins with fair evaluation of automatic sleep staging models. - 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 (CoRR, 2025)

Self-DANA: A Resource-Efficient Channel-Adaptive Self-Supervised Approach for ECG Foundation Models. - Giuliana Monachino; Nicolò La Porta; Beatrice Zanchi; Luigi Fiorillo; Alvise Dei Rossi; Georgiy Farina; Francesca Dalia Faraci (CoRR, 2025)