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SotA/Medical/Retinal Vessel Segmentation

Retinal Vessel Segmentation

47 benchmarks139 papers

Retinal vessel segmentation is the task of segmenting vessels in retina imagery.

<span style="color:grey; opacity: 0.6">( Image credit: LadderNet )</span>

Benchmarks

Retinal Vessel Segmentation on DRIVE

F1 score AUC Accuracy sensitivity mIoU Specificity MCC 1:1 Accuracy Average IOU DSC

Retinal Vessel Segmentation on CHASE_DB1

AUC F1 score Sensitivity mIOU MCC 1:1 Accuracy Acc Average IOU DSC

Retinal Vessel Segmentation on UZLF

Average Dice (0.5*Dice_a + 0.5*Dice_v)

Retinal Vessel Segmentation on STARE

AUC F1 score mIOU Sensitivity Acc MCC 1:1 Accuracy Average IOU DSC

Retinal Vessel Segmentation on ROSE-1 DVC

Retinal Vessel Segmentation on ROSE-1 SVC

Retinal Vessel Segmentation on ROSE-1 SVC-DVC

Retinal Vessel Segmentation on ROSE-2

Retinal Vessel Segmentation on HRF

AUC F1 score MCC mIoU 1:1 Accuracy Acc Average IOU DSC Sensitivity Accuracy

Retinal Vessel Segmentation on INSPIRE-AVR (LUNet subset)

Average Dice Average Dice (0.5*Dice_a + 0.5*Dice_v)

Retinal Vessel Segmentation on LES-AV

Retinal Vessel Segmentation on RITE/DRIVE