Concepedia

Multi-dimensional low rank plus sparse decomposition for reconstruction of under-sampled dynamic MRI

Shahrooz F. Roohi, Dornoosh Zonoobi, Ashraf A. Kassim, Jacob L. Jaremko

Pattern Recognition · 2016 · 64 citations · 40 references

Concepts

MedicineBiomedical EngineeringRadiologyBiomedical ImagingDiagnostic ImagingDiagnostic RadiologyDimension ReductionDimensionality ReductionImage ReconstructionMagnetic Resonance Image ReconstructionMagnetic Resonance ImagingMedical ImagingCompressed SensingCompressed Sensing ReconstructionDynamic Image ReconstructionDynamic Magnetic Resonance Imaging ReconstructionLow-rank ReconstructionSparse ReconstructionUndersampled Magnetic Resonance Imaging Reconstruction

References

40

Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers

Stephen Boyd · Foundations and Trends® in Machine Learning · 2011 · 16K citations

Computing, Computer Science, Machine Learning +13

Tensor Decompositions and Applications

Tamara G. Kolda, Brett W. Bader · SIAM Review · 2009 · 10.5K citations

Computing, Computer Science, Neuroscience +12

A Singular Value Thresholding Algorithm for Matrix Completion

Jian‐Feng Cai, Emmanuel J. Candès, Zuowei Shen · SIAM Journal on Optimization · 2010 · 5.9K citations

Computing, Computer Science, Algorithms +16

The Split Bregman Method for L1-Regularized Problems

Tom Goldstein, Stanley Osher · SIAM Journal on Imaging Sciences · 2009 · 4.3K citations

Natural Sciences, Mathematics, Radiology +17

Compressed Sensing MRI

Michael Lustig, David L. Donoho, Juan M. Santos et al. · IEEE Signal Processing Magazine · 2008 · 2.3K citations

Medicine, Biomedical Engineering, Radiology +17