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Automated diagnoses of age-related macular degeneration and polypoidal choroidal vasculopathy using bi-modal deep convolutional neural networks
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Authors

  • Zhiyan Xu Department of Ophthalmology, Peking Union Medical College Hospital, Dongcheng District, Beijing, China Key Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China PubMed articlesGoogle scholar articles
  • Weisen Wang AI & Media Computing Lab, School of Information, Renmin University of China, Beijing, China PubMed articlesGoogle scholar articles
  • Jingyuan Yang Department of Ophthalmology, Peking Union Medical College Hospital, Dongcheng District, Beijing, China Key Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China PubMed articlesGoogle scholar articles
  • Jianchun Zhao Vistel AI Lab, Visionary Intelligence Ltd, Beijing, China PubMed articlesGoogle scholar articles
  • Dayong Ding Vistel AI Lab, Visionary Intelligence Ltd, Beijing, China PubMed articlesGoogle scholar articles
  • Feng He Department of Ophthalmology, Peking Union Medical College Hospital, Dongcheng District, Beijing, China Key Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China PubMed articlesGoogle scholar articles
  • Di Chen Department of Ophthalmology, Peking Union Medical College Hospital, Dongcheng District, Beijing, China Key Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China PubMed articlesGoogle scholar articles
  • Zhikun Yang Department of Ophthalmology, Peking Union Medical College Hospital, Dongcheng District, Beijing, China Key Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China PubMed articlesGoogle scholar articles
  • Xirong Li Department for state-of-the-art ophthalmology AI research & development, Key Lab of DEKE, Renmin University of China, Beijing, China PubMed articlesGoogle scholar articles
  • Weihong Yu Department of Ophthalmology, Peking Union Medical College Hospital, Dongcheng District, Beijing, China Key Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China PubMed articlesGoogle scholar articles
  • Youxin Chen Department of Ophthalmology, Peking Union Medical College Hospital, Dongcheng District, Beijing, China Key Laboratory of Ocular Fundus Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China PubMed articlesGoogle scholar articles
  1. Correspondence to Professor Youxin Chen, Department of Ophthalmology, Peking Union Medical College Hospital, Beijing 100730, China; chenyouxinpumch{at}163.com
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Citation

Xu Z, Wang W, Yang J, et al
Automated diagnoses of age-related macular degeneration and polypoidal choroidal vasculopathy using bi-modal deep convolutional neural networks

Publication history

  • Received January 4, 2020
  • Revised March 31, 2020
  • Accepted May 14, 2020
  • First published June 4, 2020.
Online issue publication 
March 22, 2021

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