Automated Diabetic Retinopathy Detection Based on Binocular Siamese-Like Convolutional Neural Network

Automated Diabetic Retinopathy Detection Based on Binocular Siamese-Like Convolutional Neural Network

Diabetic retinopathy (DR) is an important cause of blindness worldwide. However, DR is hard to be detected in the early stages, and the diagnostic procedure can be time-consuming even for the experienced experts. Therefore, a computer-aided diagnosis method based on deep learning algorithms is propo...

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Bibliographic Details
Main Authors: Xianglong Zeng, Haiquan Chen, Yuan Luo, Wenbin Ye
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Biomedical imaging processing
diabetic retinopathy
fundus photograph
convolutional neural network
deep learning
Siamese-like network
Online Access:https://ieeexplore.ieee.org/document/8660434/

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