Detecting sleep outside the clinic using wearable heart rate devices

Detecting sleep outside the clinic using wearable heart rate devices

<p dir="ltr">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...

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Bibliographic Details
Main Author: Ignacio Perez-Pozuelo (14153007) (author)
Other Authors: Marius Posa (13395057) (author), Dimitris Spathis (18426975) (author), Kate Westgate (792877) (author), Nicholas Wareham (153226) (author), Cecilia Mascolo (321076) (author), Søren Brage (211618) (author), Joao Palotti (8479842) (author)
Published: 2022
Subjects:
Biomedical and clinical sciences
Oncology and carcinogenesis
Multisensor wearables
Longitudinal monitoring
Sleep tracking
Personalized algorithms
Device-agnostic
Heart rate-based algorithm
Free-living conditions
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