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

Kang Zhang(Macau University of Science and Technology), Xiaohong Liu(Tsinghua University), Jie Xu(Beijing Tongren Hospital), Jin Yuan(Sun Yat-sen University), Wenjia Cai(Sun Yat-sen University), Ting Chen(Tsinghua University), Kai Wang(Beijing University of Posts and Telecommunications), Yuanxu Gao(Macau University of Science and Technology), Sheng Nie(Nanfang Hospital), Xiaodong Xu(Beijing University of Posts and Telecommunications), Xiaoqi Qin(Beijing University of Posts and Telecommunications), Yuandong Su(Sichuan University), W. Xu(Sichuan University), Andrea Olvera(Sichuan University), Kanmin Xue(University of Oxford), Zhihuan Li(Sichuan University), Meixia Zhang(Sichuan University), Xiaoxi Zeng(Sichuan University), Charlotte L Zhang(Guangzhou Regenerative Medicine and Health Guangdong Laboratory), Oulan Li(Guangzhou Regenerative Medicine and Health Guangdong Laboratory), Edward E. Zhang(Guangzhou Regenerative Medicine and Health Guangdong Laboratory), Jie Zhu(Guangzhou Medical University), Yiming Xu(Tsinghua University), Daniel Kermany(Sichuan University), Kaixin Zhou(Guangzhou Regenerative Medicine and Health Guangdong Laboratory), Ying Pan(Jiangsu University), Shaoyun Li(University of Chinese Academy of Sciences), Iat Fan Lai(Kiang Wu Hospital), Ying Chi(Peking University), Changuang Wang(Peking University), Michelle Pei(Macau University of Science and Technology), Guangxi Zang(Macau University of Science and Technology), Qi Zhang(Sun Yat-sen University), Johnson Y. N. Lau(Hong Kong Polytechnic University), Dennis S.C. Lam(Hong Kong Polytechnic University), Xiaoguang Zou, Aizezi Wumaier, Jianquan Wang, Yin Shen(Wuhan University), Fan Fan Hou(Nanfang Hospital), Ping Zhang(Beijing University of Posts and Telecommunications), Tao Xu(Guangzhou Regenerative Medicine and Health Guangdong Laboratory), Yong Zhou(Shanghai Jiao Tong University), Guangyu Wang(Beijing University of Posts and Telecommunications)
Nature Biomedical Engineering
June 15, 2021
Cited by 310

Abstract


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