A Novel Medical Image Denoising Method Based on Conditional Generative Adversarial Network

Table 1

Average PSNR and SSIM of the denoised images by different denoising models on the JSRT dataset.

Methods	PSNR (mean)		SSIM (mean)
	JSRT	LIDC	JSRT	LIDC
Noise	15.4436	18.3036	0.1170	0.1390
WGAN+perceptual [27]	16.3217	20.1425	0.7635	0.7930
CGAN+perceptual	12.5834	18.3698	0.4420	0.6326
SRGAN [28]	16.2250	21.4650	0.7779	0.8023
CGAN+L1 [33]	32.6180	34.1577	0.8945	0.8936
Zhong et al. [14]	32.9856	33.0452	0.8960	0.8847
The proposed method	33.2642	35.1086	0.9206	0.9328