Management of Insomnia
Substance Use Disorders Affecting Sleep
Insufficient Sleep and Sleep Deprivation
Understanding Sleep
REM Sleep Behavior Disorder
Sleep Apnea
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Updated: Sep 15, 2025

Collecting Sleep, Circadian, Fatigue, and Performance Data in Complex Operational Environments
Published on: August 8, 2019
Tomohide Kubo1, Shun Matsumoto1, Yuki Nishimura1
1Research Center for Overwork-Related Disorders, National Institute of Occupational Safety and Health, Kawasaki, Japan.
An AI-driven shift-scheduling app improved sleep quality for geriatric caregivers by optimizing schedules. The artificial intelligence (AI) application enhanced deep and REM sleep phases compared to manual scheduling.
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