. 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 3.

Comparison of the methods based on the fastMRI brain dataset (mean±std).

Methods	Number of input slices	NMSE (× 10⁻³) ↓		PSNR ↑		SSIM (× 10⁻²) ↑
Methods	Number of input slices	Cartesian	Radial	Cartesian	Radial	Cartesian	Radial
DA-Net	1	20.43±0.02	16.16±0.02	38.25±3.23	39.74±3.19	94.11±0.05	94.46±0.05
DeepcomplexMRI	1	20.58±0.02	16.15±0.02	38.26±2.67	39.75±2.88	94.03±0.04	94.48±0.05
SOGAN	1	19.98±0.02	15.99±0.02	38.40±2.34	38.83±2.67	94.28±0.04	94.54±0.05
RAKI	1	19.50±0.02		38.65±2.77		94.57±0.04
k-space-Net	1	19.67±0.02	15.71±0.02	38.60±2.97	39.85±3.26	94.58±0.05	94.61±0.05
ACNN-k-Space	1	18.80±0.02	15.29±0.02	38.95±3.20	40.11±3.27	94.62±0.05	94.86±0.05
ACNN-k-Space	3	18.30±0.02	14.93±0.02	39.16±3.03	40.39±3.30	95.02±0.05	95.21±0.05