Digital Biomarkers for Depression Screening With Wearable Devices: Cross-sectional Study With Machine Learning Modeling

• Asıl Yazarlar: Yuri Rykov (Yazar), Thuan-Quoc Thach (Yazar), Iva Bojic (Yazar), George Christopoulos (Yazar), Josip Car (Yazar)
• Materyal Türü: Kitap
• Baskı/Yayın Bilgisi: JMIR Publications, 2021-10-01T00:00:00Z.
• Konular: article
• Online Erişim: Connect to this object online.

BackgroundDepression is a prevalent mental disorder that is undiagnosed and untreated in half of all cases. Wearable activity trackers collect fine-grained sensor data characterizing the behavior and physiology of users (ie, digital biomarkers), which could be used for timely, unobtrusive, and scala...