no code implementations • 18 Jan 2024 • Gianpaolo Palo, Luigi Fiorillo, Giuliana Monachino, Michal Bechny, Mark Melnykowycz, Athina Tzovara, Valentina Agostini, Francesca Dalia Faraci
We show that the similarity between PSG and in-ear-EEG signals is high (JSD-FSI: 0. 61 +/- 0. 06 in awake, 0. 60 +/- 0. 07 in NREM and 0. 51 +/- 0. 08 in REM), and in line with the similarity values computed independently on standard PSG-channel-combinations.
no code implementations • 5 Jul 2022 • Luigi Fiorillo, Davide Pedroncelli, Valentina Agostini, Paolo Favaro, Francesca Dalia Faraci
Results: The performance of the models improves on all the databases when we train the models with our LSSC.
no code implementations • 24 Aug 2021 • Luigi Fiorillo, Paolo Favaro, Francesca Dalia Faraci
We exploit, for the first time in sleep scoring, the Monte Carlo dropout technique to enhance the performance of the architecture and to also detect the uncertain instances.