SOTAVerified

Optic Cup Segmentation

Optic cup segmentation, concentric with optic disc, useful for glaucoma management (ophthalmology)

Papers

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Showing 1–8 of 8 papers

TitleStatusHype
MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic ModelCode3
Medical Image Segmentation Using Squeeze-and-Expansion TransformersCode1
G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma DetectionCode1
Structure-preserving Guided Retinal Image Filtering and Its Application for Optic Disc Analysis—0
Adaptive Feature Fusion Neural Network for Glaucoma Segmentation on Unseen Fundus Images—0
Uncertainty-Aware Adapter: Adapting Segment Anything Model (SAM) for Ambiguous Medical Image Segmentation—0
Optic Disc, Cup and Fovea Detection from Retinal Images Using U-Net++ with EfficientNet Encoder—0
Rethinking domain generalization in medical image segmentation: One image as one domain—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1EfficientNet+U-Net++Dice0.88—Unverified
2Segtran (EfficientNet-B4)Dice0.87—Unverified