A 10-year retrospective cohort of diabetic patients in a large medical institution: Utilizing multiple machine learning models for diabetic kidney disease prediction

Objective As the prevalence of diabetes steadily increases, the burden of diabetic kidney disease (DKD) is also intensifying. In response, we have utilized a 10-year diabetes cohort from our medical center to train machine learning-based models for predicting DKD and interpreting relevant factors. M...

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Bibliographic Details
Main Authors: Guangpu Li, Jia Li, Fei Tian, Jingjing Ren, Zuishuang Guo, Shaokang Pan, Dongwei Liu, Jiayu Duan, Zhangsuo Liu
Format: Article
Language:English
Published: SAGE Publishing 2024-07-01
Series:Digital Health
Online Access:https://doi.org/10.1177/20552076241265220