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Viewpoints and Perspectives (1472) Clinical Informatics (2402) E-Health Policy and Health Systems Innovation (552) mHealth for Data Collection and Research (1785) Theoretical Frameworks and Concepts (594) Machine Learning (3353) Innovations in Clinical Trials and Research Data Management (223)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/103706, first published .
Doctor and patient review health data on screens, including skin analysis and body metrics.

Data-Rich But Integration-Poor Human Trials: Conceptual Framework for Closing the AI Transformation Gap in Dietary Intervention and Cosmetic Human Trials

Data-Rich But Integration-Poor Human Trials: Conceptual Framework for Closing the AI Transformation Gap in Dietary Intervention and Cosmetic Human Trials

Authors of this article:

Sungwon Lee1 Author Orcid Image ;   SooYeon Lee2 Author Orcid Image ;   Sunghee Lee3 Author Orcid Image ;   Hongseok Yoo4, 5 Author Orcid Image ;   Jung Min Cho6 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Sungwon Lee   1 , PhD ;   SooYeon Lee   2 , PhD ;   Sunghee Lee   3 , PhD ;   Hongseok Yoo   4, 5 , PhD ;   Jung Min Cho   6 , PhD

1 Department of Software, Daegu Haany University, Gyeongsan-si, Gyeongsangbuk-do, Republic of Korea

2 Department of Cosmetics, Daegu Haany University, Gyeongsan-si, Gyeongsangbuk-do, Republic of Korea

3 Department of Computer Science, Kyungpook National University, Daegu, Republic of Korea

4 R&D Center, NUDIX, Gumi-si, Gyeongsangbuk-do, Republic of Korea

5 School of Software, Kyungwoon University, Gumi-si, Gyeongsangbuk-do, Republic of Korea

6 Functional Food Institute, Daegu Haany University, Gyeongsan-si, Gyeongsangbuk-do, Republic of Korea

Corresponding Author:

  • Jung Min Cho, PhD
  • Functional Food Institute
  • Daegu Haany University
  • 1, Hanuidae-ro
  • Gyeongsan-si, Gyeongsangbuk-do 38610
  • Republic of Korea
  • Phone: 82 1094958061
  • Email: jungmincho@dhu.ac.kr