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Development of a 5-Year Risk Prediction Model for Transition From Prediabetes to Diabetes Using Machine Learning: Retrospective Cohort Study

Development of a 5-Year Risk Prediction Model for Transition From Prediabetes to Diabetes Using Machine Learning: Retrospective Cohort Study

Xue et al [7] built four machine learning models to diagnose type 2 diabetes using physical measurements and questionnaire information. Abnoosian et al [8] developed an integrated multiclassifier machine learning model using various data preprocessing techniques and machine learning algorithms to identify patients with 3 conditions: diabetic, prediabetic, and nondiabetic. Hu et al [9] constructed a model to predict the 5-year risk of developing prediabetes in the Chinese population.

Yongsheng Zhang, Hongyu Zhang, Dawei Wang, Na Li, Haoyue Lv, Guang Zhang

J Med Internet Res 2025;27:e73190

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