Interpretable machine learning-derived nomogram model for early detection of diabetic retinopathy in type 2 diabetes mellitus: a widely targeted metabolomics study

Li, JS; Guo, CN; Wang, T; Xu, YX; Peng, F; Zhao, SZ; Li, HH; Jin, DZ; Xia, ZZ; Che, MZ; Zuo, JJ; Zheng, C; Hu, HL; Mao, GY

Mao, GY (通讯作者),Wenzhou Med Univ, Sch Publ Hlth & Management, Dept Prevent Med, Div Epidemiol & Hlth Stat, Wenzhou, Zhejiang, Peoples R China.;Mao, GY (通讯作者),Wenzhou Med Univ, Sch Publ Hlth & Management, Ctr Evidence Based Med & Clin Epidemiol Res, Wenzhou, Zhejiang, Peoples R China.;Mao, GY (通讯作者),Wenzhou Med Univ, Sch Ophthalmol & Optometry, Ctr Clin Res, Wenzhou, Zhejiang, Peoples R China.;Hu, HL (通讯作者),Anhui Med Univ, Affiliated Hosp 1, Dept Endocrinol, Hefei, Anhui, Peoples R China.

NUTRITION & DIABETES, 2022; 12 (1):

Abstract

Objective Early identification of diabetic retinopathy (DR) is key to prioritizing therapy and preventing permanent blindness. This study aims to prop......

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