Francesca Dalia Faraci

12 papers Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep learning architectures for Brugada syndrome detection: A comparative analysis with GAN-generated ECG data.
Biomed. Signal Process. Control.
Beatrice Zanchi, Giuliana Monachino, Giulio Conte, Francesca Dalia Faraci
2025 — conf
Brugada Syndrome Diagnosis Through Self-supervised Contrastive Learning.
AIME (2)
Beatrice Zanchi, Giuliana Monachino, Luigi Fiorillo, Giulio Conte, Francesca Dalia Faraci
2025 — conf
Data-Driven Causal Discovery: Insights from a Longitudinal Study with Wearable Data.
AIME (2)
Radoslava Svihrová, Davide Marzorati, Alvise Dei Rossi, Tiziano Gerosa, Francesca Dalia Faraci
2025 J jnl
Designing digital health interventions with causal inference and multi-armed bandits: a review.
Frontiers Digit. Health
Radoslava Svihrová, Alvise Dei Rossi, Davide Marzorati, Athina Tzovara, Francesca Dalia Faraci
2025 J jnl
Estimating Weather Effects on Well-Being and Mobility with Multi-Source Longitudinal Data.
Inf.
Davide Marzorati, Francesca Dalia Faraci, Tiziano Gerosa
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
Toward burnout prevention with Bayesian mixed-effects regression analysis of longitudinal data from wearables: a preliminary study.
Frontiers Digit. Health
Radoslava Svihrová, Davide Marzorati, Michal Bechný, Max Grossenbacher, Yuriy Ilchenko, Jürg Grossenbacher, Athina Tzovara, Francesca Dalia 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
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
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
2021 J jnl
Addressing bias in big data and AI for health care: A call for open science.
Patterns
Natalia Norori, Qiyang Hu, Florence Marcelle Aellen, Francesca Dalia Faraci, Athina Tzovara
2021 J jnl
DeepSleepNet-Lite: A Simplified Automatic Sleep Stage Scoring Model with Uncertainty Estimates.
CoRR
Luigi Fiorillo, Paolo Favaro, Francesca Dalia Faraci