Published on in Vol 13 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/85319, first published .
The Performance of Wearable Device–Based Artificial Intelligence in Detecting Depression: Systematic Review and Meta-Analysis

The Performance of Wearable Device–Based Artificial Intelligence in Detecting Depression: Systematic Review and Meta-Analysis

The Performance of Wearable Device–Based Artificial Intelligence in Detecting Depression: Systematic Review and Meta-Analysis

Jiawen Liu   1, 2 , MA ;   Junhui Wang   3 , MEng ;   Zhaobin Wu   4 , MEng ;   Mohamad Ibrani Shahrimin Bin Adam Assim   2 , PhD

1 Liuzhou Railway Vocational Technical College, Liuzhou, China

2 Faculty of Humanities, Management and Science, Universiti Putra Malaysia, Sarawak, Malaysia

3 School of Mechanical and Automotive Engineering, Guangxi University of Science and Technology, Liuzhou, China

4 School of Automation, Guangxi University of Science and Technology, Liuzhou, China

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