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Published on in Vol 9 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/93371, first published .
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Predicting Care Needs in Community-Dwelling Older Adults Using Explainable Machine Learning and a Multidimensional Approach Integrating Health, Social, and Environmental Factors: Cross-Sectional Study

Predicting Care Needs in Community-Dwelling Older Adults Using Explainable Machine Learning and a Multidimensional Approach Integrating Health, Social, and Environmental Factors: Cross-Sectional Study

Authors of this article:

Hyeri ‍Shin1 Author Orcid Image

Hyeri ‍Shin   1 , PhD

1 AgeTech-Service Convergence Major, Department of Gerontology, Kyung Hee University, Yongin-si, Gyeonggi-do, Republic of Korea

Corresponding Author:

  • Hyeri ‍Shin, PhD
  • AgeTech-Service Convergence Major, Department of Gerontology
  • Kyung Hee University
  • 1732, Deogyeong-daero, Giheung-gu
  • Yongin-si, Gyeonggi-do 17104
  • Republic of Korea
  • Phone: 82 312012940
  • Email: zisoa@khu.ac.kr