Ambulatory sleep scoring using accelerometers—distinguishing between nonwear and sleep/wake states

Ambulatory sleep scoring using accelerometers—distinguishing between nonwear and sleep/wake states

Background Differentiating nonwear time from sleep and wake times is essential for the estimation of sleep duration based on actigraphy data. To efficiently analyze large-scale data sets, an automatic method of identifying these three different states is required. Therefore, we developed a classific...

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Bibliographic Details
Main Authors: Amna Barouni, Jörg Ottenbacher, Johannes Schneider, Bernd Feige, Dieter Riemann, Anne Herlan, Driss El Hardouz, Darren McLennan
Format: Article
Language:English
Published: PeerJ Inc. 2020-01-01
Series:PeerJ
Subjects:
Acceleration
Accelerometry
Sleep/Wake
Sleep scoring
Non-Wear detection
Ambulatory assessment
Online Access:https://peerj.com/articles/8284.pdf

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https://peerj.com/articles/8284.pdf

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