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Accelerated dynamic MRI exploiting sparsity and low-rank structure: k-t SLR

We introduce a novel algorithm to reconstruct dynamic MRI data from under-sampled k-t space data. In contrast to classical model based cine MRI schemes that rely on the sparsity or banded structure in Fourier space, we use the compact representation of the data in the Karhunen Louve transform (KLT)...

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Main Authors: Lingala, Sajan Goud, Hu, Yue, DiBella, Edward, Jacob, Mathews
Formato: Artigo
Idioma:Inglês
Publicado: 2011
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC3707502/
https://ncbi.nlm.nih.gov/pubmed/21292593
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2010.2100850
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