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ResearchFormerly WizWand

Joint MRI Reconstruction and Super-Resolution on clinical dataset (test)

30.4PSNRT2Net
25.9997627.1421328.284529.42687Jun 12, 2021
Updated 8mo ago

Evaluation results

MethodLinks
T2NetScale=2x, Acceleration=6x Cartesian2021.0630.40.8410.03
T2NetScale=4x, Acceleration=6x Cartesian2021.0630.2520.840.031
T2Net (w/o Htt)Scale=4x, Acceleration=6x Cartesian, Ablation=Without Htt module2021.0629.5280.8210.037
T2Net (w/o Htt)Scale=2x, Acceleration=6x Cartesian, Ablation=Without Htt module2021.0629.510.8170.037
T2Net (w/o Rec)Scale=2x, Acceleration=6x Cartesian, Ablation=Without Reconstruction branch2021.0628.9320.8020.045
MICCAN-Lyu et al.Scale=2x, Acceleration=6x Cartesian2021.0628.8390.8170.043
MICCAN-MGLRLScale=2x, Acceleration=6x Cartesian2021.0628.7810.7650.064
ADMMNet-Lyu et al.Scale=2x, Acceleration=6x Cartesian2021.0628.750.8160.044
T2Net (w/o Rec)Scale=4x, Acceleration=6x Cartesian, Ablation=Without Reconstruction branch2021.0628.6010.8190.044
MICCAN-Lyu et al.Scale=4x, Acceleration=6x Cartesian2021.0627.70.8150.056
ADMMNet-Lyu et al.Scale=4x, Acceleration=6x Cartesian2021.0627.5390.8030.058
ADMMNet-MGLRLScale=2x, Acceleration=6x Cartesian2021.0627.0310.7640.065
MICCAN-MGLRLScale=4x, Acceleration=6x Cartesian2021.0626.1970.7510.079
ADMMNet-MGLRLScale=4x, Acceleration=6x Cartesian2021.0626.1690.7420.079