This paper is in the following e-collection/theme issue:

Digital Biomarkers and Digital Phenotyping (178) Machine Learning (1400) Depression and Mood Disorders; Suicide Prevention (1290) mHealth for Wellness, Behavior Change and Prevention (2754) Wearable Devices and Sensors (825) Fitness Trackers and Smart Pedometers/Accelerometers (543)

Published on in Vol 9, No 10 (2021): October

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/24872, first published .
Digital Biomarkers for Depression Screening With Wearable Devices: Cross-sectional Study With Machine Learning Modeling

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

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

Authors of this article:

Yuri Rykov1 Author Orcid Image ;   Thuan-Quoc Thach2 Author Orcid Image ;   Iva Bojic3 Author Orcid Image ;   George Christopoulos4 Author Orcid Image ;   Josip Car3, 5 Author Orcid Image
Article Authors Cited by (44) Tweetations (7) Metrics

Yuri Rykov   1 , PhD ;   Thuan-Quoc Thach   2 , PhD ;   Iva Bojic   3 , PhD ;   George Christopoulos   4 , PhD ;   Josip Car   3, 5 , MD, PhD

1 Neuroglee Therapeutics, Singapore, Singapore

2 Department of Psychiatry, The University of Hong Kong, Hong Kong SAR, China (Hong Kong)

3 Centre for Population Health Sciences, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore

4 Division of Leadership, Management and Organisation, Nanyang Business School, College of Business, Nanyang Technological University, Singapore, Singapore

5 Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, United Kingdom

Corresponding Author:

  • Josip Car, MD, PhD
  • Centre for Population Health Sciences
  • Lee Kong Chian School of Medicine
  • Nanyang Technological University
  • 11 Mandalay Rd, Clinical Sciences Building
  • Level 18
  • Singapore, 308232
  • Singapore
  • Phone: 65 +85291725838
  • Email: josip.car@gmail.com