Sleep Quality Prediction From Wearable Data Using Deep Learning

• Main Authors: Sathyanarayana, Aarti (Author), Joty, Shafiq (Author), Fernandez-Luque, Luis (Author), Ofli, Ferda (Author), Srivastava, Jaideep (Author), Elmagarmid, Ahmed (Author), Arora, Teresa (Author), Taheri, Shahrad (Author)
• Format: Book
• Published: JMIR Publications, 2016-11-01T00:00:00Z.
• Subjects: article
• Online Access: 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...