Francesca D. Faraci

According to our database, Francesca D. Faraci authored at least 16 papers between 2010 and 2024.

Collaborative distances:

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

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

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