Detecting accelerometer non-wear periods using change in acceleration combined with rate-of-change in temperature

Detecting accelerometer non-wear periods using change in acceleration combined with rate-of-change in temperature

Abstract Background Accelerometery is commonly used to estimate physical activity, sleep, and sedentary behavior. In free-living conditions, periods of device removal (non-wear) can lead to misclassification of behavior with consequences for research outcomes and clinical decision making. Common met...

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Bibliographic Details
Main Authors: Adam Vert, Kyle S. Weber, Vanessa Thai, Erin Turner, Kit B. Beyer, Benjamin F Cornish, F. Elizabeth Godkin, Christopher Wong, William E. McIlroy, Karen Van Ooteghem
Format: Article
Language:English
Published: BMC 2022-05-01
Series:BMC Medical Research Methodology
Subjects:
Accelerometry
Physical activity
Remote monitoring
Wearables
Non-wear detection
Behavior classification
Online Access:https://doi.org/10.1186/s12874-022-01633-6

Internet

https://doi.org/10.1186/s12874-022-01633-6

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