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2020 – today
- 2024
[c4]Michal Bechny, Giuliana Monachino, Luigi Fiorillo, Julia van der Meer, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Francesca D. Faraci:
Framework for Algorithmic Bias Quantification and its Application to Automated Sleep Scoring. SDS 2024: 250-253- [i5]Gianpaolo Palo, Luigi Fiorillo, Giuliana Monachino, Michal Bechny, Mark Melnykowycz, Athina Tzovara, Valentina Agostini, Francesca Dalia Faraci:
Comparison analysis between standard polysomnographic data and in-ear-EEG signals: A preliminary study. CoRR abs/2401.10107 (2024) - 2023
- [j2]Giuliana Monachino
, Beatrice Zanchi, Luigi Fiorillo, Giulio Conte, Angelo Auricchio, Athina Tzovara, Francesca Dalia Faraci:
Deep Generative Models: The winning key for large and easily accessible ECG datasets? Comput. Biol. Medicine 167: 107655 (2023) - [j1]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:
U-Sleep's resilience to AASM guidelines. npj Digit. Medicine 6 (2023) - [i4]Michal Bechny, Giuliana Monachino, Luigi Fiorillo, Julia van der Meer, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Francesca D. Faraci:
Bridging AI and Clinical Practice: Integrating Automated Sleep Scoring Algorithm with Uncertainty-Guided Physician Review. CoRR abs/2312.14996 (2023) - 2022
- [i3]Luigi Fiorillo, Davide Pedroncelli, Valentina Agostini, Paolo Favaro, Francesca Dalia Faraci:
Multi-Scored Sleep Databases: How to Exploit the Multiple-Labels in Automated Sleep Scoring. CoRR abs/2207.01910 (2022) - [i2]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:
U-Sleep: resilient to AASM guidelines. CoRR abs/2209.11173 (2022) - 2021
- [i1]Luigi Fiorillo, Paolo Favaro, Francesca Dalia Faraci:
DeepSleepNet-Lite: A Simplified Automatic Sleep Stage Scoring Model with Uncertainty Estimates. CoRR abs/2108.10600 (2021) - 2020
- [c3]Stefano Scafa, Luigi Fiorillo, Marta Lucchini, Corinne Roth, Valentina Agostini, Alberto Vancheri, Francesca D. Faraci:
Personalized Sleep Spindle Detection in Whole Night Polysomnography. EMBC 2020: 1047-1050 - [c2]Luigi Fiorillo, Michael Wand, Italo Marino, Paolo Favaro, Francesca D. Faraci:
Temporal dependency in automatic sleep scoring via deep learning based architectures: An empirical study. EMBC 2020: 3509-3512
2010 – 2019
- 2019
- [c1]Beniamino Di Martino, Claudio Mirarchi, Fedele Federico D'Abrunzo, Luigi Fiorillo, Nicola Iovine, Caterina Trebbi, Alberto Pavan:
A Semantic and Rule Based Technique and Inference Engine for Discovering Real Estate Units in Building Information Models. AIKE 2019: 81-88
Coauthor Index
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