Table 3.
The impact of different channel numbers and different loss functions on IVPSQA (MEAN + STD)
| A: RTDose → PDose | B: RTDose + CT → PDose | |||||
|---|---|---|---|---|---|---|
| Metrics | SSIM | RMSE (%) | MAE (%) | SSIM | RMSE (%) | MAE (%) |
| 2 channels | 0.9982 ± 0.0007 | 0.3475 ± 0.1459 | 0.1276 ± 0.0718 | 0.9976 ± 0.0009 | 0.3568 ± 0.1464 | 0.1450 ± 0.0719 |
| 4 channels | 0.9983 ± 0.0007 | 0.3409 ± 0.1420 | 0.1237 ± 0.0723 | 0.9980 ± 0.0007 | 0.3450 ± 0.1421 | 0.1379 ± 0.0733 |
| 6 channels | 0.9983 ± 0.0007 | 0.3511 ± 0.1544 | 0.1282 ± 0.0790 | 0.9980 ± 0.0008 | 0.3516 ± 0.1528 | 0.1394 ± 0.0816 |
| L1-norm | 0.9982 ± 0.0007 | 0.3475 ± 0.1459 | 0.1276 ± 0.0718 | 0.9976 ± 0.0009 | 0.3568 ± 0.1464 | 0.1450 ± 0.0719 |
| L2-norm | 0.9982 ± 0.0008 | 0.3510 ± 0.1491 | 0.1301 ± 0.0789 | 0.9965 ± 0.0008 | 0.3610 ± 0.1422 | 0.1630 ± 0.0745 |