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Published on in Vol 10 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/87289, first published .
Emergency Center: Medical staff attend to patients in a busy hospital waiting room.

Machine Learning–Based Prediction Model for 30-Day Emergency Department Revisits in a Medically Underserved Tertiary Hospital: Formative Retrospective Cohort Study

Machine Learning–Based Prediction Model for 30-Day Emergency Department Revisits in a Medically Underserved Tertiary Hospital: Formative Retrospective Cohort Study

Authors of this article:

Kyongmin Sun1, 2 Author Orcid Image

Kyongmin Sun   1, 2 , MD, MPH

1 Department of Emergency Medicine, College of Medicine, Gangneung Asan Hospital, Gangneung, Gangwon-do, Republic of Korea

2 Department of Health Administration, Graduate School, Yonsei University Mirae Campus, Wonju, Gangwon-do, Republic of Korea

Corresponding Author:

  • Kyongmin Sun, MD, MPH
  • Department of Health Administration
  • Graduate School, Yonsei University Mirae Campus
  • 1 Yonsedae-gil, Heungeop-myeon
  • Wonju, Gangwon-do 26493
  • Republic of Korea
  • Phone: 82 337602418
  • Email: sunkyongmin@gmail.com