A review on current trends in automatic sleep staging through bio-signal recordings and future challenges.
Τίτλος | A review on current trends in automatic sleep staging through bio-signal recordings and future challenges. |
Publication Type | Journal Article |
Year of Publication | 2020 |
Authors | Chriskos, P., Frantzidis C. A., Nday C. M., Gkivogkli P. T., Bamidis P. D., & Kourtidou-Papadeli C. |
Journal | Sleep Med Rev |
Volume | 55 |
Pagination | 101377 |
Date Published | 2020 Sep 09 |
ISSN | 1532-2955 |
Abstract | Sleep staging is a vital process conducted in order to analyze polysomnographic data. To facilitate prompt interpretation of these recordings, many automatic sleep staging methods have been proposed. These methods rely on bio-signal recordings, which include electroencephalography, electrocardiography, electromyography, electrooculography, respiratory, pulse oximetry and others. However, advanced, uncomplicated and swift sleep-staging-evaluation is still needed in order to improve the existing polysomnographic data interpretation. The present review focuses on automatic sleep staging methods through bio-signal recording including current and future challenges. |
DOI | 10.1016/j.smrv.2020.101377 |
Alternate Journal | Sleep Med Rev |
PubMed ID | 33017770 |