Table 2.
Summary of DL-based denoising for photon radiotherapy data.
| Description | Dose map | GPR (3%/3 mm) | GPR (2%/2 mm) | RMSE | Time |
|---|---|---|---|---|---|
| Rectal cancer | 1 × 106 | 93.4 | 87.9 | 0.0299 | 96 ms |
| Denoised | 99.6 | 98.2 | 0.0048 | 96 ms + 15 ms | |
| 1 × 109 | – | – | – | 26.6 s | |
| Cervical cancer | 1 × 106 | 74.8 | 68.9 | 0.0632 | 138 ms |
| Denoised | 98.2 | 93.4 | 0.00584 | 138 ms + 15 ms | |
| 1 × 109 | – | – | – | 28 s |
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