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Gait can reveal sleep quality with machine learning models

Sleep quality is an important health indicator, and the current measurements of sleep rely on questionnaires, polysomnography, etc., which are intrusive, expensive or time consuming. Therefore, a more nonintrusive, inexpensive and convenient method needs to be developed. Use of the Kinect sensor to...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:PLoS One
Hauptverfasser: Liu, Xingyun, Sun, Bingli, Zhang, Zhan, Wang, Yameng, Tang, Haina, Zhu, Tingshao
Format: Artigo
Sprache:Inglês
Veröffentlicht: Public Library of Science 2019
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6760789/
https://ncbi.nlm.nih.gov/pubmed/31553783
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0223012
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