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

BMC Medical Informatics and Decision Making

Yi Zhou¹  Xingyu Li²  Mengnan Ma³  Yinlin Cheng³ 

[1] Department of Medical Informatics, Zhongshan School of Medicine, Sun Yat-sen University, No. 74 Zhongshan 2nd Road, 510080, Guangzhou, China;Key Laboratory of Tropical Disease Control (Sun Yat-sen University), Ministry of Education, No. 74 Zhongshan 2nd Road, 510080, Guangzhou, China;Department of Medical Informatics, Zhongshan School of Medicine, Sun Yat-sen University, No. 74 Zhongshan 2nd Road, 510080, Guangzhou, China;Zhongshan School of Medicine, Sun Yat-sen University, No.74 Zhongshan 2nd Road, 510080, Guangzhou, China;School of Biomedical Engineering, Sun Yat-sen University, No. 132 Waihuan East Road, 510006, Guangzhou, China;Department of Medical Informatics, Zhongshan School of Medicine, Sun Yat-sen University, No. 74 Zhongshan 2nd Road, 510080, Guangzhou, China;

关键词: Diabetic retinopathy;    Fundus images;    GCN;    Multi-label;   

DOI  :  10.1186/s12911-021-01424-x

来源: Springer

【 授权许可】

CC BY