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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 9.

Performance of our method with different numbers of the input slices based on the fastMRI dataset.

Number of
input
slices
NMSE (× 10−3) ↓ PSNR ↑ SSIM (× 10−2) ↑ Train time Test time
(each case)
Mean±std p-value Mean±std p-value Mean±std p-value
15.29±0.02 - 40.11±3.27 - 94.86±0.05 - ~62 hours ~58 ms
14.93±0.02 2.6e-2 40.39±3.30 5.1e-2 95.21±0.05 5.6e-3 ~70 hours ~60 ms
14.72±0.02 4.6e-6 40.49±2.88 3.3e-7 95.42±0.05 1.9e-8 ~79 hours ~64 ms
14.60±0.02 1.5e-9 40.55±2.92 6.0e-9 95.48±0.05 8.3e-12 ~89 hours ~69 ms
14.55±0.02 8.3e-7 40.58±2.90 9.3e-8 95.50±0.05 6.3e-10 ~101 hours ~73 ms
11 14.51±0.02 3.7e-9 40.62±3.02 7.8e-8 96.51±0.05 5.3e-11 ~113hours ~78 ms