Detecting sleep outside the clinic using wearable heart rate devices

The adoption of multisensor wearables presents the opportunity of longitudinal monitoring of sleep in large populations. Personalized yet device-agnostic algorithms can sidestep laborious human annotations and objectify cross-cohort comparisons. We developed and tested a heart rate-based algorithm t...

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Bibliographic Details
Published in:	Scientific reports Vol. 12; no. 1; pp. 7956 - 13
Main Authors:	Perez-Pozuelo, Ignacio, Posa, Marius, Spathis, Dimitris, Westgate, Kate, Wareham, Nicholas, Mascolo, Cecilia, Brage, Søren, Palotti, Joao
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 13.05.2022 Nature Publishing Group Nature Portfolio
Subjects:	692/308 692/53 692/700/139 692/700/459 692/700/784 Algorithms Heart Rate Humanities and Social Sciences Humans Living conditions multidisciplinary Polysomnography - methods Reproducibility of Results Science Science (multidisciplinary) Sleep Sleep - physiology Wearable Electronic Devices
ISSN:	2045-2322, 2045-2322
Online Access:	Get full text
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