Table 3 Experimental results for liver and tumor segmentation with filter size reduction and application of data augmentation
| Â | Liver (In DSC) | Tumor from liver (In DSC) | Tumor from abdominal CT image (In DSC) |
|---|---|---|---|
UNet (with original filter size) | 0.9529 | 0.7384 | 0.6743 |
Modified UNet without data augmentation | 0.9027 | 0.0992 | 0.0287 |
Modified UNet with data augmentation. | 0.9612 | 0.74 | 0.63 |