Francesca D. Faraci

According to our database, Francesca D. Faraci authored at least 29 papers between 2010 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

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

npj Digit. Medicine, 2026

Deep learning architectures for Brugada syndrome detection: A comparative analysis with GAN-generated ECG data.

Beatrice Zanchi, Giuliana Monachino, Giulio Conte, Francesca Dalia Faraci

Biomed. Signal Process. Control., 2026

2025

NAP: Attention-Based Late Fusion for Automatic Sleep Staging.

Alvise Dei Rossi, Julia van der Meer, Markus H. Schmidt, Claudio L. A. Bassetti, Luigi Fiorillo, Francesca Faraci

CoRR, November, 2025

Unobtrusive Perceived Sleep Quality Monitoring in the Wild.

Alvise Dei Rossi, Davide Marzorati, Tiziano Gerosa, Radoslava Svihrová, Silvia Santini, Francesca D. Faraci

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., September, 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, July, 2025

Estimating Weather Effects on Well-Being and Mobility with Multi-Source Longitudinal Data.

Davide Marzorati, Francesca Dalia Faraci, Tiziano Gerosa

Inf., 2025

Designing digital health interventions with causal inference and multi-armed bandits: a review.

Radoslava Svihrová, Alvise Dei Rossi, Davide Marzorati, Athina Tzovara, Francesca Dalia Faraci

Frontiers Digit. Health, 2025

Toward burnout prevention with Bayesian mixed-effects regression analysis of longitudinal data from wearables: a preliminary study.

Radoslava Svihrová, Davide Marzorati, Michal Bechný, Max Grossenbacher, Yuriy Ilchenko, Jürg Grossenbacher, Athina Tzovara, Francesca Dalia Faraci

Frontiers Digit. Health, 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

Brugada Syndrome Diagnosis Through Self-supervised Contrastive Learning.

Beatrice Zanchi, Giuliana Monachino, Luigi Fiorillo, Giulio Conte, Francesca Dalia Faraci

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

Data-Driven Causal Discovery: Insights from a Longitudinal Study with Wearable Data.

Radoslava Svihrová, Davide Marzorati, Alvise Dei Rossi, Tiziano Gerosa, Francesca Dalia Faraci

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

Unveiling Sleep Dysregulation in Chronic Fatigue Syndrome with and Without Fibromyalgia Through Bayesian Networks.

Michal Bechny, Marco Scutari, Julia van der Meer, Francesca D. Faraci, Stéphane Meystre, Benjamin H. Natelson, Akifumi Kishi

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

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

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

Proceedings of the 11th IEEE Swiss Conference on Data Science, 2024

Designing for Complementarity: A Conceptual Framework to Go Beyond the Current Paradigm of Using XAI in Healthcare.

Elisa Rubegni, Omran Ayoub, Stefania Maria Rita Rizzo, Marco Barbero, Guenda Bernegger, Francesca D. Faraci, Francesca Mangili, Emiliano Soldini, Pierpaolo Trimboli, Alessandro Facchini

Proceedings of the Artificial Intelligence in HCI, 2024

Modeling Perceived Sleep Quality Through Objective and Subjective Data.

Alvise Dei Rossi, Davide Marzorati, Radoslava Svihrová, Michal Bechny, Silvia Santini, Francesca Faraci

Proceedings of the 12th International Conference on Affective Computing and Intelligent Interaction, 2024

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, December, 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

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

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

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

2021

Addressing bias in big data and AI for health care: A call for open science.

Natalia Norori, Qiyang Hu, Florence Marcelle Aellen, Francesca Dalia Faraci, Athina Tzovara

Patterns, 2021

DeepSleepNet-Lite: A Simplified Automatic Sleep Stage Scoring Model with Uncertainty Estimates.

Luigi Fiorillo, Paolo Favaro, Francesca Dalia Faraci

CoRR, 2021

2020

Personalized Sleep Spindle Detection in Whole Night Polysomnography.

Stefano Scafa, Luigi Fiorillo, Marta Lucchini, Corinne Roth, Valentina Agostini, Alberto Vancheri, Francesca D. Faraci

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Temporal dependency in automatic sleep scoring via deep learning based architectures: An empirical study.

Luigi Fiorillo, Michael Wand, Italo Marino, Paolo Favaro, Francesca D. Faraci

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Sensor Data Synchronization in a IoT Environment for Infants Motricity Measurement.

Simone Sguazza, Alessandro Puiatti, Sandra Bernaschina, Francesca D. Faraci, Gianpaolo Ramelli, Vincenzo D'Apuzzo, Emmanuelle Rossini, Michela Papandrea

Proceedings of the IoT Technologies for HealthCare - 6th EAI International Conference, 2019

2018

AutoPlay: a smart toys-kit for an objective analysis of children ludic behavior and development.

Francesca D. Faraci, Michela Papandrea, Alessandro Puiatti, Stefania Agustoni, Sara Giulivi, Vincenzo D'Apuzzo, Silvia Giordano, Flavio Righi, Olmo Barberis, Evelyne Thommen, Emmanuelle Rossini

Proceedings of the 2018 IEEE International Symposium on Medical Measurements and Applications, 2018

2016

Using barometric pressure data to recognize vertical displacement activities on smartphones.

Salvatore Vanini, Francesca Faraci, Alan Ferrari, Silvia Giordano

Comput. Commun., 2016

2010

Switch-Matrix-Based High-Density Microelectrode Array in CMOS Technology.

Urs Frey, Jan Sedivý, Flavio Heer, René Pedron, Marco Ballini, Jan Mueller, Douglas J. Bakkum, Sadik Hafizovic, Francesca D. Faraci, Frauke Greve, Kay-Uwe Kirstein, Andreas Hierlemann

IEEE J. Solid State Circuits, 2010