Effective methods of diabetic retinopathy detection based on deep convolutional neural networks

Yunchao Gu, Xinliang Wang, Junjun Pan, Zhifan Yong, Shihui Guo, Tianze Pan, Yonghong Jiao, Zhong Zhou

Abstract: Diabetic retinopathy (DR) has become the leading cause of blindness worldwide. In clinical practice, the detection of DR often takes a lot of time and effort for ophthalmologist. It is necessary to develop an automatic assistant diagnosis method based on medical image analysis techniques.

External IDs:doi:10.1007/s11548-021-02498-8