Detecting sleep using heart rate and motion data from multisensor consumer-grade wearables, relative to wrist actigraphy and polysomnography

STUDY OBJECTIVES: Multisensor wearable consumer devices allowing the collection of multiple data sources, such as heart rate and motion, for the evaluation of sleep in the home environment, are increasingly ubiquitous. However, the validity of such devices for sleep assessment has not been directly...

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Udgivet i:Sleep
Main Authors: Roberts, Daniel M, Schade, Margeaux M, Mathew, Gina M, Gartenberg, Daniel, Buxton, Orfeu M
Format: Artigo
Sprog:Inglês
Udgivet: Oxford University Press 2020
Fag:
Big Data Approaches to Sleep and Circadian Science
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7355403/
https://ncbi.nlm.nih.gov/pubmed/32215550
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/sleep/zsaa045
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