Development of an Automated Screening System for Retinopathy of Prematurity Using a Deep Neural Network for Wide-Angle Retinal Images

Development of an Automated Screening System for Retinopathy of Prematurity Using a Deep Neural Network for Wide-Angle Retinal Images

Retinopathy of prematurity (ROP) is one of the main causes of childhood blindness. However, insufficient ophthalmologists are qualified for ROP screening. The objective of this paper is to evaluate the performance of a deep neural network (DNN) for the automated screening of ROP. The training and te...

Full description

Bibliographic Details
Main Authors: Yinsheng Zhang, Li Wang, Zhenquan Wu, Jian Zeng, Yi Chen, Ruyin Tian, Jinfeng Zhao, Guoming Zhang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Retinopathy of prematurity
deep neural network
transfer learning
wide-angle retinal image
image classification
computer-aided diagnosis
Online Access:https://ieeexplore.ieee.org/document/8532347/

Internet

https://ieeexplore.ieee.org/document/8532347/

Similar Items