From: DermoNet: densely linked convolutional neural network for efficient skin lesion segmentation
Method | JC (%) | DSC (%) |
---|---|---|
Adaptive thresholding [29] | 72 | 80 |
Yen thresholing [30] | 45 | 55 |
Level set active contours [31] | 76 | 83 |
Statistical region growing [32] | 43 | 61 |
Bootstrap segmentation [26] | 60 | 75 |
Contexual hypergraph [27] | 63 | 77 |
Multi-scale segmentation[28] | 76 | 86 |
FCN - (JC) trained with DermoSafe data | 75.8 | 84.7 |
U-Net - (JC) trained with DermoSafe data | 84.8 | 91.1 |
DermoNet (JC) trained without DermoSafe data | 84.3 | 90.2 |
DermoNet (JC) trained with DermoSafe data | 85.3 | 91.5 |