Joint MRI Reconstruction and Super-Resolution on clinical dataset (test)
30.4PSNRT2Net
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| T2NetScale=2x, Acceleration=6x Cartesian2021.06 | 30.4 | 0.841 | 0.03 | |
| T2NetScale=4x, Acceleration=6x Cartesian2021.06 | 30.252 | 0.84 | 0.031 | |
| T2Net (w/o Htt)Scale=4x, Acceleration=6x Cartesian, Ablation=Without Htt module2021.06 | 29.528 | 0.821 | 0.037 | |
| T2Net (w/o Htt)Scale=2x, Acceleration=6x Cartesian, Ablation=Without Htt module2021.06 | 29.51 | 0.817 | 0.037 | |
| T2Net (w/o Rec)Scale=2x, Acceleration=6x Cartesian, Ablation=Without Reconstruction branch2021.06 | 28.932 | 0.802 | 0.045 | |
| MICCAN-Lyu et al.Scale=2x, Acceleration=6x Cartesian2021.06 | 28.839 | 0.817 | 0.043 | |
| MICCAN-MGLRLScale=2x, Acceleration=6x Cartesian2021.06 | 28.781 | 0.765 | 0.064 | |
| ADMMNet-Lyu et al.Scale=2x, Acceleration=6x Cartesian2021.06 | 28.75 | 0.816 | 0.044 | |
| T2Net (w/o Rec)Scale=4x, Acceleration=6x Cartesian, Ablation=Without Reconstruction branch2021.06 | 28.601 | 0.819 | 0.044 | |
| MICCAN-Lyu et al.Scale=4x, Acceleration=6x Cartesian2021.06 | 27.7 | 0.815 | 0.056 | |
| ADMMNet-Lyu et al.Scale=4x, Acceleration=6x Cartesian2021.06 | 27.539 | 0.803 | 0.058 | |
| ADMMNet-MGLRLScale=2x, Acceleration=6x Cartesian2021.06 | 27.031 | 0.764 | 0.065 | |
| MICCAN-MGLRLScale=4x, Acceleration=6x Cartesian2021.06 | 26.197 | 0.751 | 0.079 | |
| ADMMNet-MGLRLScale=4x, Acceleration=6x Cartesian2021.06 | 26.169 | 0.742 | 0.079 |