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. Author manuscript; available in PMC: 2022 Aug 1.
Published in final edited form as: Med Image Anal. 2021 May 16;72:102098. doi: 10.1016/j.media.2021.102098

Table 4.

Performance of the networks with different components on the Stanford dataset with Cartesian sampling.

Methods NMSE (× 10−3) ↓ PSNR ↑ SSIM (× 10−2) ↑
Mean±std p-value Mean±std p-value Mean±std p-value
Without self-attention 11.95±0.01 7.4e-63 35.19±1.81 1.1e-59 92.04±0.02 2.0e-40
Channel-attention alone 11.52±0.01 9.7e-50 35.39±1.83 8.4e-48 92.15±0.03 8.1e-38
Frequency-attention alone 11.43±0.01 7.8e-37 35.43±1.87 5.3e-3 92.17±0.03 1.1e-17
ACNN-k-Space 11.11±0.01 - 35.55±1.86 - 92.25±0.03 -