Table 1 Performance metrics including dice score (DSC) and average symmetric surface distance (ASSD) in different models of the current auto-segmentation algorithm
Model | DSC (mean ± SD) | Maximum value of DSC | ASSD (mean ± SD) |
|---|---|---|---|
U-Net | 94.79 ± 3.05 | 98.31 | 1.75 ± 1.40 |
ResNet-101 with SP block | 94.54 ± 3.15 | 97.92 | 1.73 ± 1.15 |
U-Net with SP block | 95.01 ± 2.88 | 98.32 | 1.60 ± 1.07 |
Fusion model | 94.99 ± 2.94 | 98.31 | 1.58 ± 1.08 |