Table 2.
The experimental results of different methods were compared.
Comparison method | Dataset | Accuracy | Dice |
---|---|---|---|
3D UNet | LiTS | 0.98 | 0.91 |
3D UNet | CHAOS | 0.96 | 0.89 |
Improved 2.5D VNet | LiTS | 0.96 | 0.89 |
3D VNet | LiTS | 0.95 | 0.90 |
2.5D UNet | LiTS | — | 0.77 |
Attention [34] | LiTS | — | 0.76 |
CycleGAN [35] | LiTS | 0.86 | 0.89 |
DenseNet | LiTS | — | 0.91 |
Ours (VNet_WGAN) | LiTS | 0.94 | 0.92 |
Ours (VNet_WGAN) | CHAOS | 0.94 | 0.90 |
Note: “-” means no data.