A review on current trends in automatic sleep staging through bio-signal recordings and future challenges.

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 Rev

journal_title

Sleep medicine reviews

authors

Chriskos P,Frantzidis CA,Nday CM,Gkivogkli PT,Bamidis PD,Kourtidou-Papadeli C

doi

10.1016/j.smrv.2020.101377

subject

Has Abstract

pub_date

2021-02-01 00:00:00

pages

101377

eissn

1087-0792

issn

1532-2955

pii

S1087-0792(20)30120-9

journal_volume

55

pub_type

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