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Automatic detection of 39 fundus diseases and conditions in retinal photographs using deep neural networks.
Cen, Ling-Ping; Ji, Jie; Lin, Jian-Wei; Ju, Si-Tong; Lin, Hong-Jie; Li, Tai-Ping; Wang, Yun; Yang, Jian-Feng; Liu, Yu-Fen; Tan, Shaoying; Tan, Li; Li, Dongjie; Wang, Yifan; Zheng, Dezhi; Xiong, Yongqun; Wu, Hanfu; Jiang, Jingjing; Wu, Zhenggen; Huang, Dingguo; Shi, Tingkun; Chen, Binyao; Yang, Jianling; Zhang, Xiaoling; Luo, Li; Huang, Chukai; Zhang, Guihua; Huang, Yuqiang; Ng, Tsz Kin; Chen, Haoyu; Chen, Weiqi; Pang, Chi Pui; Zhang, Mingzhi.
Afiliação
  • Cen LP; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Ji J; Network & Information Centre, Shantou University, Shantou, Guangdong, China.
  • Lin JW; Shantou University Medical College, Shantou, Guangdong, China.
  • Ju ST; XuanShi Med Tech (Shanghai) Company Limited, Shanghai, China.
  • Lin HJ; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Li TP; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Wang Y; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Yang JF; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Liu YF; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Tan S; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Tan L; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Li D; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Wang Y; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Zheng D; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Xiong Y; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Wu H; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Jiang J; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Wu Z; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Huang D; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Shi T; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Chen B; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Yang J; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Zhang X; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Luo L; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Huang C; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Zhang G; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Huang Y; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Ng TK; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Chen H; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Chen W; Joint Shantou International Eye Centre of Shantou University and The Chinese University of Hong Kong, Shantou, Guangdong, China.
  • Pang CP; Shantou University Medical College, Shantou, Guangdong, China.
  • Zhang M; Department of Ophthalmology and Visual Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong.
Nat Commun ; 12(1): 4828, 2021 08 10.
Article em En | MEDLINE | ID: mdl-34376678
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Doenças Retinianas / Algoritmos / Fotografação / Redes Neurais de Computação / Aprendizado Profundo / Fundo de Olho Idioma: En Ano de publicação: 2021 Tipo de documento: Article País de afiliação: China
Texto completo
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XML
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Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Doenças Retinianas / Algoritmos / Fotografação / Redes Neurais de Computação / Aprendizado Profundo / Fundo de Olho Idioma: En Ano de publicação: 2021 Tipo de documento: Article País de afiliação: China