Table 2.
Results of the ablation experiment (mean ± STD). The symbol ‘*’ indicates significant differences between the base model and the comparison models (p-value ≤ 0.05), and the values in parentheses are the corresponding Cohen’s d values between the base model and the compared models
| DSC (%) | HD95 | MIoU (%) | MPA (%) | |
|---|---|---|---|---|
| Our U-Net (base) | 71.29 ± 22.59 | 34.83 ± 29.24 | 67.22 ± 15.32 | 83.63 ± 13.98 |
| Our U-Net + GAD | 70.24 ± 24.76 | 30.58 ± 24.78*(0.189) | 68.18 ± 14.86 | 83.43 ± 13.63 |
| Our U-Net + ECIF | 73.51 ± 21.49*(0.158) | 27.22 ± 23.77*(0.364) | 70.31 ± 15.29*(0.301) | 84.78 ± 12.24 |
| Our model | 75.49 ± 21.74*(0.27) | 24.75 ± 23.69*(0.395) | 71.46 ± 14.37*(0.36) | 87.41 ± 11.95*(0.4) |