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

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Vydáno v:	Journal of Medical Internet Research vol. 27 (2025), p. e73190
Hlavní autor:	Zhang, Yongsheng
Další autoři:	Zhang, Hongyu, Wang, Dawei, Li, Na, Lv, Haoyue, Zhang, Guang
Vydáno:	Gunther Eysenbach MD MPH, Associate Professor
Témata:	Triglycerides Risk reduction Diabetes Neutrophils Regression analysis Public health Risk factors Discrimination Calibration High density lipoprotein Cholesterol Cohort analysis Elimination Prediction models Algorithms Machine learning Hemoglobin Health care Clinical decision making Multimedia Blood pressure Biological markers Body mass index Glucose Variables High risk Diabetics Lipoproteins Tracking Tests Early intervention Accuracy Creatinine Demography Risk Intervention Predictions Validity Patients Training Recursion Health services Decision making Body weight Medical decision making
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