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Sleep Quality Prediction From Wearable Data Using Deep Learning

BACKGROUND: The importance of sleep is paramount to health. Insufficient sleep can reduce physical, emotional, and mental well-being and can lead to a multitude of health complications among people with chronic conditions. Physical activity and sleep are highly interrelated health behaviors. Our phy...

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Detalles Bibliográficos
Autores principales: Sathyanarayana, Aarti, Joty, Shafiq, Fernandez-Luque, Luis, Ofli, Ferda, Srivastava, Jaideep, Elmagarmid, Ahmed, Arora, Teresa, Taheri, Shahrad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5116102/
https://www.ncbi.nlm.nih.gov/pubmed/27815231
http://dx.doi.org/10.2196/mhealth.6562