The Passive Monitoring of Depression and Anxiety Among Workers Using Digital Biomarkers Based on Their Physical Activity and Working Conditions: 2-Week Longitudinal Study

BackgroundDigital data on physical activity are useful for self-monitoring and preventing depression and anxiety. Although previous studies have reported machine or deep learning models that use physical activity for passive monitoring of depression and anxiety, there are no...

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Bibliographic Details
Main Authors: Kazuhiro Watanabe, Akizumi Tsutsumi
Format: Article
Language:English
Published: JMIR Publications 2022-11-01
Series:JMIR Formative Research
Online Access:https://formative.jmir.org/2022/11/e40339