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Diabetic Retinopathy Grading

Grading the severity of diabetic retinopathy from (ophthalmic) fundus images

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 41–44 of 44 papers

Title	Date	Tasks	Status	Hype	Score
Semi-Supervised Auto-Encoder Graph Network for Diabetic Retinopathy Grading	Oct 11, 2021	Diabetic Retinopathy Gradingimage-classification	—Unverified	0	0
DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading	Dec 30, 2022	Diabetic Retinopathy GradingLesion Segmentation	—Unverified	0	0
DRGRADUATE: uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus images	Oct 25, 2019	Diabetic Retinopathy GradingMultiple Instance Learning	—Unverified	0	0
Dual Branch Deep Learning Network for Detection and Stage Grading of Diabetic Retinopathy	Aug 19, 2023	Diabetic Retinopathy DetectionDiabetic Retinopathy Grading	—Unverified	0	0

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	IncRes-v2-FTCDW	AUC	0.99	—	Unverified
2	InceptionV3 Ensemble	AUC	0.95	—	Unverified