Age-integrated artificial intelligence framework for sleep stage classification and obstructive sleep apnea screening

Age-integrated artificial intelligence framework for sleep stage classification and obstructive sleep apnea screening

IntroductionSleep is an essential function to sustain a healthy life, and sleep dysfunction can cause various physical and mental issues. In particular, obstructive sleep apnea (OSA) is one of the most common sleep disorders and, if not treated in a timely manner, OSA can lead to critical problems s...

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Bibliographic Details
Main Authors: Chaewon Kang, Sora An, Hyeon Jin Kim, Maithreyee Devi, Aram Cho, Sungeun Hwang, Hyang Woon Lee
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-06-01
Series:Frontiers in Neuroscience
Subjects:
polysomnography
electroencephalography
sleep staging
obstructive sleep apnea
age-integrated
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2023.1059186/full

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