Automated detection of early-stage ROP using a deep convolutional neural network

Yo-Ping Huang; Haobijam Basanta; Eugene Yu-Chuan Kang; Kuan-Jen Chen; Yih-Shiou Hwang; Chi-Chun Lai; John P Campbell; Michael F Chiang; Robison Vernon Paul Chan; Shunji Kusaka; Yoko Fukushima; Wei-Chi Wu

doi:10.1136/bjophthalmol-2020-316526

Article info

Clinical science

Automated detection of early-stage ROP using a deep convolutional neural network

Authors

Yo-Ping Huang Department of Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan Department of Information and Communication Engineering, Chaoyang University of Technology, Taichung, Taiwan PubMed articles Google scholar articles
Haobijam Basanta Department of Electrical Engineering, National Taipei University of Technology, Taipei, Taiwan PubMed articles Google scholar articles
Eugene Yu-Chuan Kang Department of Ophthalmology, Chang Gung Memorial Hospital, Taoyuan, Taiwan College of Medicine, Chang Gung University, Taoyuan, Taiwan PubMed articles Google scholar articles
Kuan-Jen Chen Department of Ophthalmology, Chang Gung Memorial Hospital, Taoyuan, Taiwan College of Medicine, Chang Gung University, Taoyuan, Taiwan PubMed articles Google scholar articles
Yih-Shiou Hwang Department of Ophthalmology, Chang Gung Memorial Hospital, Taoyuan, Taiwan College of Medicine, Chang Gung University, Taoyuan, Taiwan PubMed articles Google scholar articles
Chi-Chun Lai Department of Ophthalmology, Chang Gung Memorial Hospital, Taoyuan, Taiwan College of Medicine, Chang Gung University, Taoyuan, Taiwan PubMed articles Google scholar articles
John P Campbell Department of Ophthalmology, Casey Eye Institute, Oregon Health and Science University, Portland, Oregon, USA PubMed articles Google scholar articles
Michael F Chiang Department of Ophthalmology, Casey Eye Institute, Oregon Health and Science University, Portland, Oregon, USA PubMed articles Google scholar articles
Robison Vernon Paul Chan Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, Chicago, Illinois, USA PubMed articles Google scholar articles
Shunji Kusaka Department of Ophthalmology, Kindai University, Osaka, Japan PubMed articles Google scholar articles
Yoko Fukushima Department of Ophthalmology, Osaka University, Osaka, Japan PubMed articles Google scholar articles
Wei-Chi Wu Department of Ophthalmology, Chang Gung Memorial Hospital, Taoyuan, Taiwan College of Medicine, Chang Gung University, Taoyuan, Taiwan PubMed articles Google scholar articles

Correspondence to Wei-Chi Wu, Department of Ophthalmology, Chang Gung Memorial Hospital Linkou Main Branch, Taoyuan 33305, Taiwan; weichi666{at}gmail.com

View Full Text

Citation

Huang Y, Basanta H, Kang EY, et al

Automated detection of early-stage ROP using a deep convolutional neural network

British Journal of Ophthalmology Published Online First: 23 August 2020. doi: 10.1136/bjophthalmol-2020-316526

Publication history

Received April 13, 2020
Revised June 21, 2020
Accepted July 28, 2020
First published August 23, 2020.

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.

Main menu

Authors

Citation

Publication history

Request permissions

Copyright information

Log in using your username and password

Main menu

Log in using your username and password

You are here

Authors

Citation

Publication history

Request permissions

Copyright information

Read the full text or download the PDF:

Log in using your username and password