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. 2023 Jul 26;13:12098. doi: 10.1038/s41598-023-39278-0

Table 1.

Numerical evaluation of Medfusion’s autoencoder reconstruction quality.

AIROGS CRCDX CheXpert
MS-SSIM 0.981 ± 0.007 0.901 ± 0.040 0.994 ± 0.001
MSE (x 10-5) 11 ± 7 541 ± 305 25 ± 9
PSNR 40 ± 2 24 ± 3 36 ± 2

Values represent mean ± standard deviation.

MSE mean squared error, MS-SSIM multiscale structural similarity index measure, PSNR peak signal-to-noise ratio.