2 papers
stat.ML2021
RobustSleepNet: Transfer learning for automated sleep staging at scale
Antoine Guillot, Valentin Thorey
Sleep disorder diagnosis relies on the analysis of polysomnography (PSG) records. As a preliminary step of this examination, sleep stages are systematically determined. In practice…
q-bio.QM2019
Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging
Antoine Guillot, Fabien Sauvet, Emmanuel H During +1
Sleep stage classification constitutes an important element of sleep disorder diagnosis. It relies on the visual inspection of polysomnography records by trained sleep technologist…