Table 2 Performance of every module in our proposed method DMGAN
From: Diffused Multi-scale Generative Adversarial Network for low-dose PET images reconstruction
Module | PSNR | SSIM |
|---|---|---|
transGAN | 31.90 ± 0.16 | 0.897 ± 0.002 |
transGAN with Diffusion generator | 32.48 ± 0.14 | 0.901 ± 0.002 |
transGAN with u-net discriminator | 32.40 ± 0.34 | 0.902 ± 0.003 |
transGAN with Diffusion generator and u-net discriminator (DMGAN) | 33.89 ± 0.14 | 0.911 ± 0.002 |