Average Dice (0.5*Dice_a + 0.5*Dice_v): 80.6
Papers with Code · CC BY-SA 4.0
Retinal Vessel Segmentation
Retinal vessel segmentation is the task of segmenting vessels in retina imagery.
<span style="color:grey; opacity: 0.6">( Image credit: LadderNet )</span>
논문
AUC: 0.9838F1 score: 0.8151
AUC: 0.9845MCC: 0.80121:1 Accuracy: 0.9723DSC: 0.8289
AUC: 0.9874F1 score: 0.8156mIoU: 0.8308Acc: 0.9710
F1 score: 0.8267mIOU: 0.7050Sensitivity: 0.8493
LUNet: Deep Learning for the Segmentation of Arterioles and Venules in High Resolution Fundus Images
Average Dice (0.5*Dice_a + 0.5*Dice_v): 83.2
mIoU: 0.8966
Dice Score: 67.25
Dice Score: 65.64
Dice Score: 70.66
F1 score: 0.7883AUC: 0.9804
F1 score: 0.8151AUC: 0.9913Sensitivity: 0.8798
F1 score: 0.8073AUC: 0.9851
F1 score: 0.8031AUC: 0.9839
Dice Score: 71.18
F1 score: 0.7928AUC: 0.9815
Dice Score: 70.77
F1 score: 0.8957AUC: 0.9914mIOU: 0.9705Sensitivity: 0.8199
F1 score: 0.8153AUC: 0.9905
F1 score: 0.8271AUC: 0.9920Sensitivity: 0.8690