Table 6 Dice comparison of the proposed model with other methods on BTCV sets.
NET. | Spleen | rkid | lkid | gall | eso | Liver | sto | Aorta | IVC | Veins | Pancreas | rad | lad | AVG. |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3D U-Net23 | 0.916 | 0.943 | 0.903 | 0.523 | 0.748 | 0.958 | 0.785 | 0.905 | 0.855 | 0.769 | 0.790 | 0.667 | 0.641 | 0.8 |
V-Net46 | 0.940 | 0.941 | 0.942 | 0.618 | 0.726 | 0.965 | 0.841 | 0.881 | 0.845 | 0.717 | 0.805 | 0.640 | 0.590 | 0.804 |
TransBTS18 | 0.923 | 0.936 | 0.934 | 0.628 | 0.698 | 0.954 | 0.781 | 0.877 | 0.815 | 0.688 | 0.770 | 0.653 | 0.562 | 0.786 |
Ours | 0.958 | 0.946 | 0.945 | 0.638 | 0.744 | 0.968 | 0.791 | 0.904 | 0.855 | 0.753 | 0.814 | 0.681 | 0.656 | 0.820 |