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.
journal_name
Sleep Med Revjournal_title
Sleep medicine reviewsauthors
Chriskos P,Frantzidis CA,Nday CM,Gkivogkli PT,Bamidis PD,Kourtidou-Papadeli Cdoi
10.1016/j.smrv.2020.101377subject
Has Abstractpub_date
2021-02-01 00:00:00pages
101377eissn
1087-0792issn
1532-2955pii
S1087-0792(20)30120-9journal_volume
55pub_type
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