TABLE I.
Four-fold Knee MRI | |||
---|---|---|---|
| |||
Methods | PSNR | SSIM | Run-time |
SENSE | 33.04 ± 1.44 | 0.986 ± 0.023 | 0.07s |
MOL-SN | 34.86 ± 1.26 | 0.987 ± 0.019 | 0.32s |
DE-GRAD | 34.47 ± 1.39 | 0.987 ± 0.021 | 0.26s |
MOL-LR | 38.34 ± 0.83 | 0.993 ± 0.005 | 0.47s |
MoDL | 38.74 ± 0.77 | 0.993 ± 0.005 | 0.19s |
MoDL-LR | 36.53 ± 1.01 | 0.990 ± 0.010 | 0.19s |
ADMM-Net | 38.63 ± 0.78 | 0.993 ± 0.005 | 0.20s |
ADMM-Net-LR | 36.45 ± 1.02 | 0.990 ± 0.010 | 0.20s |
UNET | 35.12 ± 1.19 | 0.988 ± 0.013 | 0.08s |
UNET-LR | 33.76 ± 1.40 | 0.986 ± 0.022 | 0.08s |