Predicting sleep quality with digital biomarkers and artificial neural networks

Predicting sleep quality with digital biomarkers and artificial neural networks

IntroductionModern society's increasing stress and irregular lifestyles have led to rising insomnia prevalence, making sleep quality assessment crucial for health management. This study investigates the relationship between heart rate variability (HRV) collected from wearable devices and sleep...

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Bibliographic Details
Main Authors: Hyolim Lee, Minsung Cho, Sang Won Lee, Sungkyu Park
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Psychiatry
Subjects:
wearable devices
digital biomarkers
heart rate variability (HRV)
sleep quality
artificial neural networks
explainable AI
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1591448/full
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https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1591448/full

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