Supervised Contrastive Learning with Angular Margin for the Detection and Grading of Diabetic Retinopathy

Many researchers have realized the intelligent medical diagnosis of diabetic retinopathy (DR) from fundus images by using deep learning methods, including supervised contrastive learning (SupCon). However, although SupCon brings label information into the calculation of contrastive learning, it does...

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Bibliographic Details
Main Authors: Dongsheng Zhu, Aiming Ge, Xindi Chen, Qiuyang Wang, Jiangbo Wu, Shuo Liu
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Diagnostics
Subjects:
Online Access:https://www.mdpi.com/2075-4418/13/14/2389