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)

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)