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

Formative Evaluation of Digital Health Interventions (3597) Mobile Health (mhealth) (3754) Electronic/Mobile Data Capture, Internet-based Survey & Research Methodology (1052) mHealth for Data Collection and Research (1290) Wearable Devices and Sensors (1255) Environmental Health (145) Occupational Health and Ergonomics/Prevention at the Workplace (343)

Published on in Vol 9 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/72324, first published .
Firefighter in protective gear runs while heart rate and vitals are monitored on a tablet.

Predicting Risk of Heat-Related Injuries for Individuals Wearing Personal Protective Equipment Using Smartwatches: Feasibility Observational Study

Predicting Risk of Heat-Related Injuries for Individuals Wearing Personal Protective Equipment Using Smartwatches: Feasibility Observational Study

Authors of this article:

Meghan Hegarty-Craver1 Author Orcid Image ;   Donna Womack1 Author Orcid Image ;   Jonathan Thornburg1 Author Orcid Image ;   Timothy Boe2 Author Orcid Image ;   M John Archer2 Author Orcid Image ;   Worth Calfee2 Author Orcid Image
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Journals

  1. Guo X, Sun Y, Wang H, Qin M, Jahangir M, Guo Y, Yang X. A latency-aware cloud–edge architecture for real-time injury risk early warning using wearable and training-load data. Journal of Cloud Computing 2026;15(1) View