Sleepless: Library for sleep phase detection from polysomnographs
Posted on Tue 15 August 2023 in software
Sleepless is an open-source software package to train, and evaluate a range of Machine Learning and Deep Learning techniques to automatically generate hypnograms from polysomnographs, which consists of sets of electro-encephalograms, -miograms, oculograms, and cardiograms. Hypnograms are used by medical experts to diagnose sleep disorders such as sleep apnea, or insomnia.
Associated Thesis
If you use this work, cite this reference:
@mastersthesis{michel-2023,
author = {Michel, Samuel},
editors = {Anjos, Andr\'{e} AND Tarsetti, Flavio},
institution = {Idiap},
title = {Generalizable Automatic Classification of Sleep Stages},
month = {8},
year = {2023},
pdf = {https://publications.idiap.ch/attachments/reports/2023/Michel_Idiap-Com-02-2023.pdf}
}