Exploring predictors of insomnia severity in shift workers using machine learning model

IntroductionInsomnia in shift workers has distinctive features due to circadian rhythm disruption caused by reversed or unstable sleep-wake cycle work schedules. While previous studies have primarily focused on a limited number of predictors for insomnia severity in shift workers, there is a need to...

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Hlavní autoři:	Hyewon Yeo, Hyeyeon Jang, Nambeom Kim, Sehyun Jeon, Yunjee Hwang, Chang-Ki Kang, Seog Ju Kim
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Frontiers Media S.A. 2025-03-01
Edice:	Frontiers in Public Health
Témata:	shift worker sleep insomnia machine learning risk prediction
On-line přístup:	https://www.frontiersin.org/articles/10.3389/fpubh.2025.1494583/full
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