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

Wearables and MHealth Reviews (668) mHealth for Wellness, Behavior Change and Prevention (4236) Wearable Devices and Sensors (1552) Fitness Trackers and Smart Pedometers/Accelerometers (789)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/76632, first published .
Woman in grey hoodie checks smartwatch on couch

Machine Learning Frameworks for Wearable-Based Stress Modeling in Naturalistic Settings: Scoping Review

Machine Learning Frameworks for Wearable-Based Stress Modeling in Naturalistic Settings: Scoping Review

Authors of this article:

Shifali Sharma1 Author Orcid Image ;   Aswin Kumar Janakiraman1 Author Orcid Image ;   Lujie Karen Chen1 Author Orcid Image
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