You are here

Article info

Article menu

Download PDFPDF

Clinical science
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, China Beijing 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, China Beijing 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, China Beijing 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, China Beijing 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, China Beijing 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, China Beijing 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, China Beijing 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
View Full Text

Citation

Qu J, Qin X, Li C, et al
Fully automated grading system for the evaluation of punctate epithelial erosions using deep neural networks
British Journal of Ophthalmology 2023;107:453-460.

Publication history

  • Received May 26, 2021
  • Accepted October 8, 2021
  • First published October 20, 2021.
Online issue publication 
March 22, 2023

Request permissions

If you wish to reuse any or all of this article please use the link below which will take you to the Copyright Clearance Center’s RightsLink service. You will be able to get a quick price and instant permission to reuse the content in many different ways.

Copyright information

© Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. http://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/.