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Multidimensional Compressed Sensing MRI Using Tensor Decomposition-Based Sparsifying Transform

Compressed Sensing (CS) has been applied in dynamic Magnetic Resonance Imaging (MRI) to accelerate the data acquisition without noticeably degrading the spatial-temporal resolution. A suitable sparsity basis is one of the key components to successful CS applications. Conventionally, a multidimension...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Yu, Yeyang, Jin, Jin, Liu, Feng, Crozier, Stuart
Format: Artigo
Sprache:Inglês
Veröffentlicht: Public Library of Science 2014
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4047014/
https://ncbi.nlm.nih.gov/pubmed/24901331
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0098441
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