Naturalistic Observations
Understanding Sleep
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Updated: Jul 25, 2025

Collecting Sleep, Circadian, Fatigue, and Performance Data in Complex Operational Environments
Published on: August 8, 2019
Minghui Liu1,2, Hangyu Zhu1, Jinbu Tang2
1Shanghai, 200433 China School of Information Science and Technology, Fudan University.
This study proposes a standardized protocol for large population sleep studies, integrating objective polysomnography (PSG) and subjective sleep data to characterize sleep phenotypes and improve research efficiency.
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