Low-Dose CT Image Denoising with Improving WGAN and Hybrid Loss Function

Table 7

Quantitative results for Figure 12 utilizing our original network and improved network. “Ori” indicates the results of our original network, and “Imp” indicates the results of our improved network.

Quantitative measurements	Lung CT images dataset	Piglet CT images dataset	Thoracic CT images dataset
PSNR/dB	(Ori) 35.5760	(Ori) 45.10	(Ori) 34.03
	(Imp) 36.3950	(Imp) 45.962	(Imp) 35.2649
SSIM	(Ori) 0.9533	(Ori) 0.9885	(Ori) 0.8159
	(Imp) 0.9645	(Imp) 0.9892	(Imp) 0.8651
FSIM	(Ori) 0.9769	(Ori) 0.9765	(Ori) 0.9744
	(Imp) 0.9774	(Imp) 0.9767	(Imp) 0.9759