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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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Kyubo Shin   1 * , PhD ;   Yewon Jung   1 * , BS ;   Won Sang Yoo   1, 2 , MD, PhD ;   Min Joo Kim   3 , MD, PhD ;   Tae Jung Oh   3 , MD, PhD ;   Joon Ho Moon   3 , MD, PhD ;   Sung Hye Kong   3 , MD, PhD ;   Won Woo Lee   4 , MD, PhD ;   Jae Hoon Moon   1, 3, 5 , MD, PhD

1 Thyroscope Inc, Ulsan, Republic of Korea

2 Department of Internal Medicine, Dankook University College of Medicine, Cheonan, Republic of Korea

3 Department of Internal Medicine, Seoul National University Bundang Hospital and Seoul National University College of Medicine, Seongnam, Republic of Korea

4 Department of Nuclear Medicine, Seoul National University Bundang Hospital and Seoul National University College of Medicine, Seongnam, Republic of Korea

5 Center for Artificial Intelligence in Healthcare, Seoul National University Bundang Hospital, Seongnam, Republic of Korea

*these authors contributed equally

Corresponding Author:

  • Jae Hoon Moon, MD, PhD
  • Department of Internal Medicine
  • Seoul National University Bundang Hospital and Seoul National University College of Medicine
  • 82, Gumi-ro 173 Beon-gil, Bundang-gu
  • Seongnam 13620
  • Republic of Korea
  • Phone: 82 317877068
  • Email: jaehoon.moon@snu.ac.kr