Sleep Quality Prediction From Wearable Data Using Deep Learning

• Hauptverfasser: Sathyanarayana, Aarti (Verfasst von), Joty, Shafiq (Verfasst von), Fernandez-Luque, Luis (Verfasst von), Ofli, Ferda (Verfasst von), Srivastava, Jaideep (Verfasst von), Elmagarmid, Ahmed (Verfasst von), Arora, Teresa (Verfasst von), Taheri, Shahrad (Verfasst von)
• Format: Buch
• Veröffentlicht: JMIR Publications, 2016-11-01T00:00:00Z.
• Schlagworte: article
• Online-Zugang: Connect to this object online.

BackgroundThe 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 physi...