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Deep-learning models for the detection and incidence prediction of chronic kidney disease and type 2 diabetes from retinal fundus images

Kang Zhang, Xiaohong Liu, Jie Xu, Jin Yuan, Wenjia Cai, Ting Chen, Kai Wang, Yuanxu Gao, Sheng Nie, Xiaodong Xu, Xiaoqi Qin, Yuandong Su, W. Xu, Andrea Olvera, Kanmin Xue, Zhihuan Li, Meixia Zhang, Xiaoxi Zeng, Charlotte L Zhang, Oulan Li, Edward E. Zhang, Jie Zhu, Yiming Xu, Daniel Kermany, Kaixin Zhou, Ying Pan, Shaoyun Li, Iat Fan Lai, Ying Chi, Changuang Wang, Michelle Pei, Guangxi Zang, Qi Zhang, Johnson Y. N. Lau, Dennis S.C. Lam, Xiaoguang Zou, Aizezi Wumaier, Jianquan Wang, Yin Shen, Fan Fan Hou, Ping Zhang, Tao Xu, Yong Zhou, Guangyu Wang

2021Nature Biomedical Engineering313 citationsDOI

Topics & Concepts

MedicineType 2 diabetesKidney diseaseFundus (uterus)Diabetes mellitusPopulationDiabetic retinopathyFundus photographyInternal medicineRetinalOphthalmologyEndocrinologyFluorescein angiographyEnvironmental healthRetinal Imaging and AnalysisArtificial Intelligence in HealthcareRetinal and Optic Conditions
Deep-learning models for the detection and incidence prediction of chronic kidney disease and type 2 diabetes from retinal fundus images | Litcius