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

Development and Evaluation of Research Methods, Instruments and Tools (1406) Mobile Health (mhealth) (5287) Wearable Devices and Sensors (1647) Internet of Things (163) Fitness Trackers and Smart Pedometers/Accelerometers (806)

Published on in Vol 10 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/85186, first published .
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Accuracy of Optical Heart Rate Measurements for 10 Commercial Wearables in Different Climate Conditions and Activities: Instrument Validation Study

Accuracy of Optical Heart Rate Measurements for 10 Commercial Wearables in Different Climate Conditions and Activities: Instrument Validation Study

Authors of this article:

Jasper Gielen1 Author Orcid Image ;   Catharina Nina Van Oost1 Author Orcid Image ;   Glen Debard2 Author Orcid Image ;   Romy Sels2 Author Orcid Image ;   Nele A J De Witte3 Author Orcid Image ;   Toon Colman3 Author Orcid Image ;   Bert Bonroy2 Author Orcid Image ;   Jean-Marie Aerts1 Author Orcid Image
Article Authors Cited by (8) Tweetations Metrics

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  3. Lepley A, Davis F, Melvin A, Zhao Z. Consumer Smartwatch Technology in Health and Performance Research: Validity, Limitations, and Real-World Applications. Sensors 2026;26(14):4486 View
  4. Feiertag S, Scheller D, Schmid-Ellinger J, Eisen A, Mess F, Menzel A. Cooling forests, calmer hearts: Urban forest structure, microclimate and heat relief in adolescents. Urban Forestry & Urban Greening 2026;124:129621 View
  5. AlSaad R, Lin G, Albasha S, Kashani S, Thomas R. Women’s Health Wearables: From Continuous Signals to Actionable Digital Phenotypes Across the Reproductive Lifespan. Bioengineering 2026;13(8):897 View
  6. Jiang X, Chen G, Wu D, Li C, Fang J, Niu S. Functional hydrogel bioelectronic interfaces. Current Opinion in Solid State and Materials Science 2026;44:101287 View
  7. Schmitz S, Löwe B, Hüsing P. Autonomic imbalance as a predictor of pain expectations and pain experience in chronic back pain: study protocol of a pilot study on the application of heart rate variability biofeedback in a mixed-methods design (BACK.BEAT). BMJ Open 2026;16(9):e114578 View

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  1. Leung H, Tong K, Gong M, Bui N, Zhou X. Proceedings of the 1st Workshop on Hot Topics in Mobile and Wireless Systems for Health. Continuous Electrocardiogram Monitoring with a Loose T-Shirt View