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

Artificial Intelligence (4552) Dementia and Cognitive Decline (867) Diabetes (335) Machine Learning (3059) Precision Medicine (422)

Published on in Vol 26 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/52107, first published .
Scientists in lab coats analyze a glowing brain scan on a futuristic monitor.

Early Detection of Dementia in Populations With Type 2 Diabetes: Predictive Analytics Using Machine Learning Approach

Early Detection of Dementia in Populations With Type 2 Diabetes: Predictive Analytics Using Machine Learning Approach

Authors of this article:

Phan Thanh Phuc1, 2 Author Orcid Image ;   Phung-Anh Nguyen3, 4, 5, 6 Author Orcid Image ;   Nam Nhat Nguyen7 Author Orcid Image ;   Min-Huei Hsu3, 8 Author Orcid Image ;   Nguyen Quoc Khanh Le9 Author Orcid Image ;   Quoc-Viet Tran3 Author Orcid Image ;   Chih-Wei Huang6, 10 Author Orcid Image ;   Hsuan-Chia Yang6, 10, 11 Author Orcid Image ;   Cheng-Yu Chen12, 13 Author Orcid Image ;   Thi Anh Hoa Le2 Author Orcid Image ;   Minh Khoi Le2 Author Orcid Image ;   Hoang Bac Nguyen2 Author Orcid Image ;   Christine Y Lu14, 15, 16 Author Orcid Image ;   Jason C Hsu1, 4, 5, 6 Author Orcid Image
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  1. Yuan S, Guo L, Xu F. Artificial intelligence in nephrology: predicting CKD progression and personalizing treatment. International Urology and Nephrology 2025;58(7):2615 View
  2. Hagi K, Yoshida K, Watada H, Kaku K, Ueki K. Predictors of glycemic control with imeglimin for type 2 diabetes: Results of machine learning analyses using clinical trial data. Journal of Diabetes Investigation 2026;17(2):214 View
  3. Ahmed M, Rahman A, Kundu D, Alam M, Ovi M, Mahir S, Tashrif M, Miah A, Al Farid F, Mansor S. An explainable framework for dementia risk prediction based on lifestyle data using machine learning and deep learning. Discover Artificial Intelligence 2026;6(1) View