Screening chronic kidney disease through deep learning utilizing ultra-wide-field fundus images

被引：0

作者：

Zhao, Xinyu ^{[1
]}

Gu, Xingwang ^{[1
]}

Meng, Lihui ^{[1
]}

Chen, Yongwei ^{[2
]}

Zhao, Qing ^{[1
]}

Cheng, Shiyu ^{[1
]}

Zhang, Wenfei ^{[1
]}

Cheng, Tiantian ^{[1
]}

Wang, Chuting ^{[1
]}

Shi, Zhengming ^{[1
]}

Jiao, Shengyin ^{[2
]}

Jiang, Changlong ^{[2
]}

Jiao, Guofang ^{[3
]}

Teng, Da ^{[4
]}

Sun, Xiaolei ^{[5
]}

Zhang, Bilei ^{[6
]}

Li, Yakun ^{[7
]}

Lu, Huiqin ^{[8
]}

Chen, Changzheng ^{[9
]}

Zhang, Hao ^{[10
]}

Yuan, Ling ^{[11
]}

Su, Chang ^{[12
]}

Zhang, Han ^{[13
]}

Xia, Song ^{[14
]}

Liang, Anyi ^{[15
]}

Li, Mengda ^{[16
]}

Zhu, Dan ^{[17
]}

Xue, Meirong ^{[18
]}

Sun, Dawei ^{[19
]}

Li, Qiuming ^{[20
]}

Zhang, Ziwu ^{[21
]}

Zhang, Donglei ^{[22
]}

Lv, Hongbin ^{[23
]}

Ahmat, Rishet ^{[24
]}

Wang, Zilong ^{[25
]}

Sabanayagam, Charumathi ^{[26
]}

Ding, Xiaowei ^{[2
,27
]}

Wong, Tien Yin ^{[16
,28
]}

Chen, Youxin ^{[1
]}

机构：

[1] Department of Ophthalmology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Beijing, China and Key Lab of Ocular Fundus Diseases, Chinese Academy of Medical Sciences, Beijing, China

[2] Department of Research, VoxelCloud, Shanghai, China

[3] Tonghua Eye Hospital of Jilin Province, Jilin, Tonghua, China

[4] Department of Ophthalmology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China

[5] Eye Hospital of Shandong First Medical University (Shandong Eye Hospital), Shandong, Jinan, China

[6] Department of Ophthalmology, Hunan Provincial People’s Hospital, The First Affiliated Hospital of Hunan Normal University, Hunan, Changsha, China

[7] Department of Ophthalmology, The Second Affiliated Hospital of Hebei North University, Hebei, Zhangjiakou, China

[8] Department of Ophthalmology, Xi’an No. 1 Hospital, Shanxi, Xian, China

[9] Eye Center, Renmin Hospital of Wuhan University, Hubei, Wuhan, China

[10] Department of Ophthalmology, The Fourth People’s Hospital of Shenyang, China Medical University, Liaoning, Shenyang, China

[11] Department of Ophthalmology, The First Affiliated Hospital of Kunming Medical University, Yunnan, Kunming, China

[12] Department of Ophthalmology, Affiliated Hospital of Chengde Medical University, Hebei, Chengde, China

[13] Department of Ophthalmology, The First Hospital of China Medical University, Liaoning, Shenyang, China

[14] Department of Ophthalmology, Guizhou Provincial People’s Hospital, Guizhou, Guiyang, China

[15] Guangdong Eye Institute, Department of Ophthalmology, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangdong, Guangzhou, China

[16] Eye Center, Beijing Tsinghua Changgung Hospital, Beijing, China and School of Clinical Medicine, Tsinghua University, Beijing, China

[17] Department of Ophthalmology, The Affiliated Hospital of Inner Mongolia Medical University, Inner Mongolia, Huhhot, China

[18] Department of Ophthalmology, Hainan Hospital of PLA General Hospital, Hainan, Sanya, China

[19] Department of Ophthalmology, The Second Affiliated Hospital, Harbin Medical Medical, Heilongjiang, Harbin, China

[20] Department of Ophthalmology, The First Affiliated Hospital of Zhengzhou University, Henan, Zhengzhou, China

[21] Department of Ophthalmology, Fujian Medical University Union Hospital, Fujian, Fuzhou, China

[22] Department of Ophthalmology, The First Affiliated Hospital of Shanxi Medical University, Shanxi, Taiyuan, China

[23] Department of Ophthalmology, The Affiliated Hospital of Southwest Medical University, Sichuan, Luzhou, China

[24] Department of Ophthalmology, Bayinguoleng People’s Hospital, Xinjiang, Korla, China

[25] Microsoft Research Asia (Shanghai), Shanghai, China

[26] Singapore Eye Research Institute, Singapore and National Eye Centre, Singapore, Singapore

[27] Department of Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China

[28] Tsinghua Medicine, Tsinghua University, Beijing, China

来源：

npj Digital Medicine | 2024年 / 7卷 / 01期

关键词：

All Open Access; Gold;

D O I：

10.1038/s41746-024-01271-w

中图分类号：

学科分类号：

摘要：

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