A deep convolutional neural network for diabetic retinopathy detection via mining local and long‐range dependence

A deep convolutional neural network for diabetic retinopathy detection via mining local and long‐range dependence

Abstract Diabetic retinopathy (DR), the main cause of irreversible blindness, is one of the most common complications of diabetes. At present, deep convolutional neural networks have achieved promising performance in automatic DR detection tasks. The convolution operation of methods is a local cross...

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Bibliographic Details
Main Authors: Xiaoling Luo, Wei Wang, Yong Xu, Zhihui Lai, Xiaopeng Jin, Bob Zhang, David Zhang
Format: Article
Language:English
Published: Wiley 2024-02-01
Series:CAAI Transactions on Intelligence Technology
Subjects:
image classification
medical image processing
pattern recognition
Online Access:https://doi.org/10.1049/cit2.12155

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