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. 2021 Apr 28;9:1800113. doi: 10.1109/JTEHM.2021.3076152

TABLE 5. Average PSNR, SSIM, and IFC of Resolution-Enhanced MRIs.

Metric Volunteer Scale SRCNN [10] FSRCNN [11] DRCN [12] ACNS
PSNR (dB) 1 Inline graphic 29.62 ± 0.76 29.79 ± 0.78 29.84 ± 0.75 29.58 ± 0.88
Inline graphic 29.21 ± 2.50 29.40 ± 2.48 29.67 ± 2.59 27.88 ± 0.98
Inline graphic 27.22 ± 2.10 27.54 ± 2.12 27.98 ± 1.95 26.38 ± 1.09
2 Inline graphic 30.91 ± 2.27 31.10 ± 2.26 31.31 ± 2.54 33.12 ± 2.11
Inline graphic 28.62 ± 1.78 28.86 ± 1.87 29.18 ± 1.78 30.37 ± 2.07
Inline graphic 26.71 ± 1.58 27.05 ± 1.62 27.59 ± 1.49 28.15 ± 1.48
SSIM 1 Inline graphic 0.80 ± 0.02 0.81 ± 0.02 0.81 ± 0.02 0.82 ± 0.02
Inline graphic 0.77 ± 0.07 0.78 ± 0.07 0.78 ± 0.07 0.75 ± 0.02
Inline graphic 0.70 ± 0.07 0.71 ± 0.07 0.72 ± 0.07 0.71 ± 0.03
2 Inline graphic 0.84 ± 0.05 0.84 ± 0.05 0.84 ± 0.05 0.91 ± 0.03
Inline graphic 0.76 ± 0.06 0.76 ± 0.06 0.77 ± 0.06 0.84 ± 0.04
Inline graphic 0.69 ± 0.06 0.70 ± 0.06 0.72 ± 0.06 0.79 ± 0.04
IFC 1 Inline graphic 5.19 ± 0.15 5.56 ± 0.15 5.79 ± 0.17 5.58 ± 0.12
Inline graphic 4.21 ± 1.05 4.53 ± 1.09 4.78 ± 1.14 3.48 ± 0.09
Inline graphic 2.67 ± 0.62 2.86 ± 0.70 3.14 ± 0.64 2.32 ± 0.11
2 Inline graphic 5.33 ± 0.30 5.70 ± 0.30 5.99 ± 0.40 5.94 ± 0.35
Inline graphic 3.33 ± 0.13 3.62 ± 0.16 3.84 ± 0.14 3.52 ± 0.22
Inline graphic 2.15 ± 0.11 2.24 ± 0.11 2.58 ± 0.12 2.27 ± 0.11