Research Article
Low-Dose CT Image Denoising with Improving WGAN and Hybrid Loss Function
Table 8
Quantitative results for Figure
13 (the results of MDLCT dataset) utilizing different loss function.
| Quantitative measurements | Adversarial loss | Perceptual loss | Sharpness loss | Structural similarity loss | Hybrid loss |
| PSNR/dB | 24.66 | 26.86 | 26.57 | 25.60 | 28.8961 | SSIM | 0.8485 | 0.7552 | 0.8301 | 0.8058 | 0.8596 | FSIM | 0.9485 | 0.9446 | 0.9635 | 0.9665 | 0.9762 |
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