Giuliana Monachino

According to our database, Giuliana Monachino authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

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