Francesca D. Faraci

16 papers Journal 9Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
SLEEPYLAND: trust begins with fair evaluation of automatic sleep staging models.
npj Digit. Medicine
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
2025 J jnl
SLEEPYLAND: trust begins with fair evaluation of automatic sleep staging models.
CoRR
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
2025 J jnl
Synthetic ECG signals generation: A scoping review.
Comput. Biol. Medicine
Beatrice Zanchi, Giuliana Monachino, Luigi Fiorillo, Giulio Conte, Angelo Auricchio, Athina Tzovara, Francesca D. Faraci
2025 J jnl
Unobtrusive Perceived Sleep Quality Monitoring in the Wild.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Alvise Dei Rossi, Davide Marzorati, Tiziano Gerosa, Radoslava Svihrová, Silvia Santini, Francesca D. Faraci
2025 — conf
Unveiling Sleep Dysregulation in Chronic Fatigue Syndrome with and Without Fibromyalgia Through Bayesian Networks.
AIME (1)
Michal Bechny, Marco Scutari, Julia van der Meer, Francesca D. Faraci, Stéphane Meystre, Benjamin H. Natelson, Akifumi Kishi
2024 — conf
Designing for Complementarity: A Conceptual Framework to Go Beyond the Current Paradigm of Using XAI in Healthcare.
HCI (51)
Elisa Rubegni, Omran Ayoub, Stefania Maria Rita Rizzo, Marco Barbero, Guenda Bernegger, Francesca D. Faraci, Francesca Mangili, Emiliano Soldini, Pierpaolo Trimboli, Alessandro Facchini
2024 J jnl
Designing for Complementarity: A Conceptual Framework to Go Beyond the Current Paradigm of Using XAI in Healthcare.
CoRR
Elisa Rubegni, Omran Ayoub, Stefania Maria Rita Rizzo, Marco Barbero, Guenda Bernegger, Francesca D. Faraci, Francesca Mangili, Emiliano Soldini, Pierpaolo Trimboli, Alessandro Facchini
2024 — conf
Framework for Algorithmic Bias Quantification and its Application to Automated Sleep Scoring.
SDS
Michal Bechny, Giuliana Monachino, Luigi Fiorillo, Julia van der Meer, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Francesca D. Faraci
2023 J jnl
Bridging AI and Clinical Practice: Integrating Automated Sleep Scoring Algorithm with Uncertainty-Guided Physician Review.
CoRR
Michal Bechny, Giuliana Monachino, Luigi Fiorillo, Julia van der Meer, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Francesca D. Faraci
2023 J jnl
U-Sleep's resilience to AASM guidelines.
npj Digit. Medicine
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
2022 J jnl
U-Sleep: resilient to AASM guidelines.
CoRR
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
2020 — conf
Personalized Sleep Spindle Detection in Whole Night Polysomnography.
EMBC
Stefano Scafa, Luigi Fiorillo, Marta Lucchini, Corinne Roth, Valentina Agostini, Alberto Vancheri, Francesca D. Faraci
2020 — conf
Temporal dependency in automatic sleep scoring via deep learning based architectures: An empirical study.
EMBC
Luigi Fiorillo, Michael Wand, Italo Marino, Paolo Favaro, Francesca D. Faraci
2019 — conf
Sensor Data Synchronization in a IoT Environment for Infants Motricity Measurement.
HealthyIoT
Simone Sguazza, Alessandro Puiatti, Sandra Bernaschina, Francesca D. Faraci, Gianpaolo Ramelli, Vincenzo D'Apuzzo, Emmanuelle Rossini, Michela Papandrea
2018 — conf
AutoPlay: a smart toys-kit for an objective analysis of children ludic behavior and development.
MeMeA
Francesca D. Faraci, Michela Papandrea, Alessandro Puiatti, Stefania Agustoni, Sara Giulivi, Vincenzo D'Apuzzo, Silvia Giordano, Flavio Righi, Olmo Barberis, Evelyne Thommen, Emmanuelle Rossini
2010 J jnl
Switch-Matrix-Based High-Density Microelectrode Array in CMOS Technology.
IEEE J. Solid State Circuits
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