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Fully automated grading system for the evaluation of punctate epithelial erosions using deep neural networks

Authors

  • Jing-Hao Qu Department of Ophthalmology, Peking University Third Hospital, Beijing, ChinaBeijing Key Laboratory of Restoration of Damaged Ocular Nerve, Peking University Third Hospital, Beijing, China PubMed articlesGoogle scholar articles
  • Xiao-Ran Qin Research Center for Brain-inspired Intelligence, Institute of Automation, Chinese Academy of Sciences, Beijing, China PubMed articlesGoogle scholar articles
  • Chen-Di Li Department of Ophthalmology, Peking University Third Hospital, Beijing, ChinaBeijing Key Laboratory of Restoration of Damaged Ocular Nerve, Peking University Third Hospital, Beijing, China PubMed articlesGoogle scholar articles
  • Rong-Mei Peng Department of Ophthalmology, Peking University Third Hospital, Beijing, ChinaBeijing Key Laboratory of Restoration of Damaged Ocular Nerve, Peking University Third Hospital, Beijing, China PubMed articlesGoogle scholar articles
  • Ge-Ge Xiao Department of Ophthalmology, Peking University Third Hospital, Beijing, ChinaBeijing Key Laboratory of Restoration of Damaged Ocular Nerve, Peking University Third Hospital, Beijing, China PubMed articlesGoogle scholar articles
  • Jian Cheng Research Center for Brain-inspired Intelligence, Institute of Automation, Chinese Academy of Sciences, Beijing, China PubMed articlesGoogle scholar articles
  • Shao-Feng Gu Department of Ophthalmology, Peking University Third Hospital, Beijing, ChinaBeijing Key Laboratory of Restoration of Damaged Ocular Nerve, Peking University Third Hospital, Beijing, China PubMed articlesGoogle scholar articles
  • Hai-Kun Wang Department of Ophthalmology, Peking University Third Hospital, Beijing, ChinaBeijing Key Laboratory of Restoration of Damaged Ocular Nerve, Peking University Third Hospital, Beijing, China PubMed articlesGoogle scholar articles
  • Jing Hong Department of Ophthalmology, Peking University Third Hospital, Beijing, ChinaBeijing Key Laboratory of Restoration of Damaged Ocular Nerve, Peking University Third Hospital, Beijing, China PubMed articlesGoogle scholar articles
  1. Correspondence to Dr Jing Hong, Ophthalmology, Peking University Third Hospital, Beijing 100191, China; hongjing196401{at}163.com
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Citation

Qu J, Qin X, Li C, et al
Fully automated grading system for the evaluation of punctate epithelial erosions using deep neural networks

Publication history

  • Received May 26, 2021
  • Accepted October 8, 2021
  • First published October 20, 2021.

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