Table 3.
Quantitative evaluation of the soft‐tissue and bone prediction images of our ASOFS NNC scheme, in terms of SSIM and PSNR, for two different folds in the two‐fold CV. DE images from our DE database were used as a reference. The statistical analysis (paired two‐tailed t‐test; a significance level of 0.05) between the results obtained for different folds showed no statistically significant differences, showing the robustness of our scheme against different training and test images
Trained on fold 1 Tested on fold 2 | Trained on fold 2 Tested on fold 1 | |
---|---|---|
Bone image comparison | ||
SSIM | 0.798 ± 0.032 | 0.797 ± 0.036 |
PSNR | 23.87 ± 1.95 | 23.37 ± 2.20 |
Soft‐tissue image comparison | ||
SSIM | 0.910 ± 0.032 | 0.914 ± 0.018 |
PSNR | 29.66 ± 1.60 | 29.98 ± 1.37 |
SSIM, structural similarity index; PSNR, peak signal‐to‐noise ratio.