Automated identification of retinopathy of prematurity by image-based deep learning

Automated identification of retinopathy of prematurity by image-based deep learning

Abstract Background Retinopathy of prematurity (ROP) is a leading cause of childhood blindness worldwide but can be a treatable retinal disease with appropriate and timely diagnosis. This study was performed to develop a robust intelligent system based on deep learning to automatically classify the...

Full description

Bibliographic Details
Main Authors: Yan Tong, Wei Lu, Qin-qin Deng, Changzheng Chen, Yin Shen
Format: Article
Language:English
Published: BMC 2020-08-01
Series:Eye and Vision
Subjects:
Deep learning
Retinopathy of prematurity
Artificial intelligence
Fundus image
Online Access:http://link.springer.com/article/10.1186/s40662-020-00206-2

Internet

http://link.springer.com/article/10.1186/s40662-020-00206-2

Similar Items