This paper is in the following e-collection/theme issue:

Wearable Devices and Sensors (825) Machine Learning (1400) Tools, Programs and Algorithms (245) Fitness Trackers and Smart Pedometers/Accelerometers (543) mHealth for Wellness, Behavior Change and Prevention (2754) Insomnia and Sleep Hygiene (153) Sleep Monitoring, Sleep Quality, Sleep Disorders (170)

Published on in Vol 8, No 8 (2020): August

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/18370, first published .
Wearable Device Heart Rate and Activity Data in an Unsupervised Approach to Personalized Sleep Monitoring: Algorithm Validation

Wearable Device Heart Rate and Activity Data in an Unsupervised Approach to Personalized Sleep Monitoring: Algorithm Validation

Wearable Device Heart Rate and Activity Data in an Unsupervised Approach to Personalized Sleep Monitoring: Algorithm Validation

Authors of this article:

Jiaxing Liu1 Author Orcid Image ;   Yang Zhao1, 2 Author Orcid Image ;   Boya Lai1 Author Orcid Image ;   Hailiang Wang1, 2 Author Orcid Image ;   Kwok Leung Tsui1, 2 Author Orcid Image
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