Personalized Sleep Parameters Estimation from Actigraphy: A Machine Learning Approach

Personalized Sleep Parameters Estimation from Actigraphy: A Machine Learning Approach

Aria Khademi,1–3 Yasser EL-Manzalawy,1,4 Lindsay Master,5 Orfeu M Buxton,5–9 Vasant G Honavar1–3,6,10,11 1College of Information Sciences and Technology, The Pennsylvania State University, University Park, PA, USA; 2Artificial Intelligence Research Laboratory, The Penns...

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Bibliographic Details
Main Authors: Khademi A, EL-Manzalawy Y, Master L, Buxton OM, Honavar VG
Format: Article
Language:English
Published: Dove Medical Press 2019-12-01
Series:Nature and Science of Sleep
Subjects:
actigraphy
polysomnography
personalized
machine learning
sleep parameters
Online Access:https://www.dovepress.com/personalized-sleep-parameters-estimation-from-actigraphy-a-machine-lea-peer-reviewed-article-NSS

Internet

https://www.dovepress.com/personalized-sleep-parameters-estimation-from-actigraphy-a-machine-lea-peer-reviewed-article-NSS

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