A risk prediction model for type 2 diabetes mellitus complicated with retinopathy based on machine learning and its application in health management.

Hong Pan,Jijia Sun,Xin Luo, Heling Ai, Jing Zeng,Rong Shi,An Zhang

Frontiers in medicine（2023）

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Abstract

We have built an accurate DR risk prediction model with fewer indicators for patients with T2DM. It can be used to predict the individualized risk of DR in China effectively. In addition, the model can provide powerful auxiliary technical support for the clinical and health management of patients with diabetes comorbidities.

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Key words

risk prediction model,diabetes mellitus,retinopathy,machine learning

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