TABLE 2.
Comparison of models across three metrics for different cohorts trained with augmentation data. The significant p_value should be shown in bold.
| PMW-1 | |||||
|---|---|---|---|---|---|
| Without aug. | With aug. | Difference [%] | |||
| DSC (Mean ± SD [%]) | U-Net | 0.824 ± 0.051 | 0.834 ± 0.047 | 0.006 | 1.21 |
| AFFU | 0.833 ± 0.056 | 0.836 ± 0.050 | 0.796 | NS | |
| RVE (Mean ± SD [%]) | U-Net | 0.786 ± 0.145 | 0.780 ± 0.156 | 0.918 | NS |
| AFFU | 0.801 ± 0.104 | 0.806 ± 0.125 | 0.717 | NS | |
| HD Mean ± SD [mm] | U-Net | 27.2 ± 12.1 | 22.4 ± 9.0 | 0.020 | 17.65 |
| AFFU | 19.7 ± 7.5 | 17.8 ± 7.0 | 0.011 | 9.64 | |
| PMW-2 | |||||
| DSC (Mean ± SD [%]) | U-Net | 0.828 ± 0.073 | 0.846 ± 0.061 | <0.001 | 2.17 |
| AFFU | 0.833 ± 0.065 | 0.842 ± 0.060 | <0.001 | 1.08 | |
| RVE (Mean ± SD [%]) | U-Net | 0.880 ± 0.105 | 0.897 ± 0.094 | <0.001 | 1.93 |
| AFFU | 0.873 ± 0.105 | 0.887 ± 0.100 | <0.001 | 1.60 | |
| HD Mean ± SD [mm] | U-Net | 45.0 ± 47.6 | 36.1 ± 39.9 | <0.001 | 19.8 |
| AFFU | 25.9 ± 27.9 | 27.0 ± 30.1 | 0.065 | NS | |
| PMW-OB | |||||
| DSC (Mean ± SD [%]) | U-Net | 0.857 ± 0.049 | 0.866 ± 0.046 | <0.001 | 1.05 |
| AFFU | 0.862 ± 0.048 | 0.864 ± 0.049 | 0.097 | NS | |
| RVE (Mean ± SD [%]) | U-Net | 0.914 ± 0.072 | 0.916 ± 0.069 | 0.472 | NS |
| AFFU | 0.919 ± 0.076 | 0.913 ± 0.079 | 0.067 | NS | |
| HD Mean ± SD [mm] | U-Net | 54.5 ± 58.4 | 51.6 ± 59.9 | 0.380 | NS |
| AFFU | 34.8 ± 46.8 | 36.2 ± 52.9 | 0.071 | NS | |