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A Multimodal Transformer System for Noninvasive Diabetic Nephropathy Diagnosis Via Retinal Imaging

Zheyi Dong,Xiaofei Wang,Sai Pan, Taohan Weng,Xiaoniao Chen,Shuangshuang Jiang,Ying Li, Zonghua Wang,Xueying Cao,Qian Wang,Pu Chen,Lai Jiang,Guangyan Cai,Li Zhang,Yong Wang,Jinkui Yang,Yani He,Hongli Lin,Jie Wu,Li Tang,Jianhui Zhou,Shengxi Li,Zhaohui Li,Yibing Fu, Xinyue Yu,Yanqiu Geng,Yingjie Zhang,Liqiang Wang,Mai Xu,Xiangmei Chen

npj Digital Medicine（2025）

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Key words
Doppler Ultrasonography
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