Personalized Sleep Parameters Estimation from Actigraphy: A Machine Learning Approach

BACKGROUND: The current gold standard for measuring sleep is polysomnography (PSG), but it can be obtrusive and costly. Actigraphy is a relatively low-cost and unobtrusive alternative to PSG. Of particular interest in measuring sleep from actigraphy is prediction of sleep-wake states. Current litera...

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Detalles Bibliográficos
Autores principales: Khademi, Aria, EL-Manzalawy, Yasser, Master, Lindsay, Buxton, Orfeu M, Honavar, Vasant G
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2019
Materias:
Original Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6912004/
https://www.ncbi.nlm.nih.gov/pubmed/31849551
http://dx.doi.org/10.2147/NSS.S220716

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6912004/
https://www.ncbi.nlm.nih.gov/pubmed/31849551
http://dx.doi.org/10.2147/NSS.S220716

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