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Table 1 The SSIM between three methods and the original data set

From: Generalization of intensity distribution of medical images using GANs

Methods

SSIM (%)

Generalizer—CycleGAN

73.7 ± 5.92

Generalizer—UNIT

69.1 ± 4.84

Histogram matched dataset

73.2 ± 8.23

  1. We calculate the SSIM for each image, average that, and get the standard deviation (std). We denote the result as mean ± std. The CycleGAN generalizer shows 0.737 of the SSIM (given in italic), higher than the SSIM of other methods