Multi-label classification of fundus images based on graph convolutional network

Abstract Background Diabetic Retinopathy (DR) is the most common and serious microvascular complication in the diabetic population. Using computer-aided diagnosis from the fundus images has become a method of detecting retinal diseases, but the detection of multiple lesions is still a difficult poin...

Full description

Bibliographic Details
Main Authors: Yinlin Cheng, Mengnan Ma, Xingyu Li, Yi Zhou
Format: Article
Language:English
Published: BMC 2021-07-01
Series:BMC Medical Informatics and Decision Making
Subjects:
GCN
Online Access:https://doi.org/10.1186/s12911-021-01424-x