A Novel Approach to Skin Lesion Segmentation: Multipath Fusion Model with Fusion Loss

Figure 9

ISIC 2018 1000 test set prediction results. (a) Original image. (b) U-Net + Resnet2D + DL, (c) U-Net + Resnet2D+ FTL, (d) V-Net2D + DL, (e) V-Net2D + FTL, (f) proposed fusion model (DL: Dice Loss, FTL: Focal Tversky Loss).

(a)

(b)

(c)

(d)

(e)

(f)