Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from
Fundus Images

Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images

17 July 2021

Papers citing "Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images"

8 / 8 papers shown

Title
AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic Images Yihang Liu Lianghua He Y. Wen Longzhen Yang Hongzhou Chen MedIm 34 0 0 15 Apr 2025
Self-supervised Learning of Dense Hierarchical Representations for Medical Image Segmentation Eytan Kats Jochen G. Hirsch Mattias P. Heinrich SSL 24 0 0 12 Jan 2024
Eye tracking guided deep multiple instance learning with dual cross-attention for fundus disease detection Hongyang Jiang Jingqi Huang Chen Tang Xiaoqin Zhang Mengdi Gao Jiang-Dong Liu 29 2 0 25 Apr 2023
Cross-Field Transformer for Diabetic Retinopathy Grading on Two-field Fundus Images Junlin Hou Jilan Xu Fan Xiao Ruiwei Zhao Yuejie Zhang H. Zou Lina Lu Wenwen Xue Rui Feng MedIm 24 10 0 26 Nov 2022
SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading Yijin Huang Junyan Lyu Pujin Cheng Roger Tam Xiaoying Tang ViT MedIm 19 20 0 20 Oct 2022
Detection of diabetic retinopathy using longitudinal self-supervised learning Rachid Zeghlache Pierre-Henri Conze Mostafa EL HABIB DAHO R. Tadayoni P. Massin B. Cochener G. Quellec M. Lamard 17 1 0 02 Sep 2022
Dissecting Self-Supervised Learning Methods for Surgical Computer Vision Sanat Ramesh V. Srivastav Deepak Alapatt Tong Yu Aditya Murali ... Saurav Sharma A. Fleurentin Georgios Exarchakis Alexandros Karargyris N. Padoy 23 42 0 01 Jul 2022
Identifying the key components in ResNet-50 for diabetic retinopathy grading from fundus images: a systematic investigation Yijin Huang Li Lin Pujin Cheng Junyan Lyu Roger Tam Xiaoying Tang 29 32 0 27 Oct 2021