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Automatic segmentation results of different methods in LiTS challenge.
| Method | Liver Segmentation | Tumor Segmentation | ||
|---|---|---|---|---|
| Dice (%) | ASSD (voxel) | Dice (%) | ASSD (voxel) | |
| IeHealth | 96.1 | 1.13 | 70.2 | 1.19 |
| H-DenseNet (41) | 96.1 | 1.69 | 72.2 | 1.07 |
| 3D DenseUNet (41) | 93.6 | – | 59.4 | – |
| 3D AH-Net (42) | 96.3 | 1.10 | 65.7 | 1.15 |
| Med3D (43) | 94.6 | 1.90 | – | – |
| V-Net (44) | 93.9 | 2.20 | – | – |
| Ours | 92.2 | 6.65 | 65.5 | 1.14 |
Mean ± SD, -represents the measurement was not evaluated.
