Low-Dose CT Denoising on Temporal CT scans
39.43Brain Mean HUGAN-Circle
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| GAN-Circle2022.07 | 39.43 | 49.23 | -994.4 | 38.11 | 40.29 | 50.22 | -925.42 | 36.5 | 1,364.28 | 115.47 | |
| Invertible-cycleGAN2022.07 | 37.74 | 53.46 | -846.87 | 33.47 | 44.44 | 54.44 | -801.2 | 44.12 | 1,384.13 | 111.81 | |
| HDCT2022.07 | 37.36 | 48.62 | -972.29 | 32.95 | — | — | — | — | — | — | |
| cycleGAN2022.07 | 36.78 | 59.03 | -968.14 | 40.12 | 38.06 | 52.89 | -923.45 | 36.47 | 1,389.07 | 116.46 | |
| Patch-wise Deep Metric Learning2022.07 | 35.05 | 49.06 | -845.65 | 32.99 | 29.39 | 48.15 | -777.63 | 33.65 | 1,352.57 | 72.98 | |
| LDCT2022.07 | 35.02 | 289.47 | -845.28 | 132.82 | 30.37 | 285.97 | -775.71 | 182.86 | 1,350.72 | 344.54 | |
| WavCycleGAN2022.07 | 32.69 | 60.98 | -852.94 | 33.13 | 49.71 | 58.43 | -859.92 | 38.26 | 1,375.65 | 156.43 |