Research Article
Unpaired Low-Dose CT Denoising Network Based on Cycle-Consistent Generative Adversarial Network with Prior Image Information
Table 2
Quantitative evaluation of results by different algorithms on 180 slices in the test dataset.
| | PSNR | SSIM | NMAD |
| LDCT | 27.6514 ± 1.3862 | 0.8698 ± 0.0375 | 0.1124 ± 0.0174 | BM3D | 32.2185 ± 0.9599 | 0.9271 ± 0.0245 | 0.0681 ± 0.0087 | CycleGAN | 29.0833 ± 0.8661 | 0.9059 ± 0.0263 | 0.0890 ± 0.0096 | CycleGAN-BM3D | 34.3577 ± 0.1475 | 0.9798 ± 0.0041 | 0.0583 ± 0.0012 |
|
|