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

Applications of AI (1118) Wearable Devices and Sensors (1669) Machine Learning (3362) Novel Sensors and Data Acquisition Methods in Cardiology (272) Sleep Monitoring, Sleep Quality, Sleep Disorders (363)

Published on in Vol 5 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/86030, first published .
Person uses smartphone with health tech icons and heart rate on smartwatch

Harnessing AI for Hypothyroidism Monitoring Using Wearable-Derived Heart Rate Data: Retrospective Cohort Study

Harnessing AI for Hypothyroidism Monitoring Using Wearable-Derived Heart Rate Data: Retrospective Cohort Study

Authors of this article:

Kyubo Shin1 Author Orcid Image ;   Yewon Jung1 Author Orcid Image ;   Won Sang Yoo1, 2 Author Orcid Image ;   Min Joo Kim3 Author Orcid Image ;   Tae Jung Oh3 Author Orcid Image ;   Joon Ho Moon3 Author Orcid Image ;   Sung Hye Kong3 Author Orcid Image ;   Won Woo Lee4 Author Orcid Image ;   Jae Hoon Moon1, 3, 5 Author Orcid Image
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