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

• Main Authors: Yuri Rykov (Author), Thuan-Quoc Thach (Author), Iva Bojic (Author), George Christopoulos (Author), Josip Car (Author)
• פורמט: ספר
• יצא לאור: JMIR Publications, 2021-10-01T00:00:00Z.
• נושאים: article
• גישה מקוונת: 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...