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)

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)