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

Machine Learning (2029) Diabetes (255) Diabetic Retinopathy (17) Tools, Programs and Algorithms (368)

Published on in Vol 13 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/58107, first published .
Development and Validation of a Machine Learning Algorithm for Predicting Diabetes Retinopathy in Patients With Type 2 Diabetes: Algorithm Development Study

Development and Validation of a Machine Learning Algorithm for Predicting Diabetes Retinopathy in Patients With Type 2 Diabetes: Algorithm Development Study

Development and Validation of a Machine Learning Algorithm for Predicting Diabetes Retinopathy in Patients With Type 2 Diabetes: Algorithm Development Study

Authors of this article:

Sunyoung Kim1, 2 Author Orcid Image ;   Jaeyu Park2, 3 Author Orcid Image ;   Yejun Son2, 4 Author Orcid Image ;   Hojae Lee2, 3 Author Orcid Image ;   Selin Woo2 Author Orcid Image ;   Myeongcheol Lee2, 3 Author Orcid Image ;   Hayeon Lee2 Author Orcid Image ;   Hyunji Sang2, 5 Author Orcid Image ;   Dong Keon Yon2, 3, 4, 6 Author Orcid Image ;   Sang Youl Rhee2, 5 Author Orcid Image
Article Authors Cited by (3) Tweetations Metrics

Journals

  1. Afrisham R, Jadidi Y, Moradi N, Ayyoubzadeh S, Fadaei R, Kiani Ghalesardi O, Farrokhi V, Alizadeh S. Circulating CCN6/WISP3 in type 2 diabetes mellitus patients and its correlation with insulin resistance and inflammation: statistical and machine learning analyses. BMC Medical Informatics and Decision Making 2025;25(1) View
  2. Jin X, Wang Y, Wang J, Gao Q, Huang Y, Shao L, Zhao J, Li J, Li L, Zhang Z, Li S, Liu Y. A Machine Learning Approach to Differentiate Cold and Hot Syndrome in Viral Pneumonia Integrating Traditional Chinese Medicine and Modern Medicine: Machine Learning Model Development and Validation. JMIR Medical Informatics 2025;13:e64725 View
  3. Zhang M, Liu Q, Zhan J, Gao J, Xie D, Liu J. A dual attention and multi-scale fusion network for diabetic retinopathy image analysis. Frontiers in Medicine 2025;12 View