Table 2.
Prediction comparison with three advanced methods in SSIM, RMSE, and MAE (MEAN + STD)
| Tasks | A: RTDose → PDose | B: RTDose + CT → PDose | ||||
|---|---|---|---|---|---|---|
| Metrics | SSIM | RMSE (%) | MAE (%) | SSIM | RMSE (%) | MAE (%) |
| cycleGAN | 0.9981 ± 0.0006 | 0.5457 ± 0.2945 | 0.2122 ± 0.1609 | - | - | - |
| U-Net | 0.9730 ± 0.0077 | 1.6183 ± 0.5399 | 0.5786 ± 0.2495 | 0.9789 ± 0.0076 | 1.5655 ± 0.5712 | 0.5626 ± 0.2553 |
| Res-UNet | 0.9845 ± 0.0055 | 1.0885 ± 0.3918 | 0.3943 ± 0.1620 | 0.9872 ± 0.0056 | 1.1306 ± 0.3967 | 0.4102 ± 0.1754 |
| IVPSQA | 0.9982 ± 0.0007 | 0.3475 ± 0.1459 | 0.1276 ± 0.0718 | 0.9976 ± 0.0009 | 0.3568 ± 0.1464 | 0.1450 ± 0.0719 |