Research Article
SCU-Net++: A Nested U-Net Based on Sharpening Filter and Channel Attention Mechanism
Table 2
Experiment results on liver tumor segmentation.
| | Label | Method | | | | | | |
| | Liver | U-Net++(baseline) | 95.43 | 95.09 | 95.84 | 6.174-3 | 25.98 M | 414.33G | | SCU-Net++ | 95.69 | 95.45 | 95.98 | 3.190-3 | 25.98 M | 414.95G |
| | Tumor | U-Net++(baseline) | 56.59 | 55.22 | 75.86 | 8.963-3 | 25.98 M | 414.33G | | SCU-Net++ | 57.45 | 55.20 | 77.12 | 1.041-2 | 25.98 M | 414.95G |
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