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Dynamic MRI using model-based deep learning and SToRM priors: MoDL-SToRM

PURPOSE: To introduce a novel framework to combine deep-learned priors along with complementary image regularization penalties to reconstruct free breathing & ungated cardiac MRI data from highly undersampled multi-channel measurements. METHODS: Image recovery is formulated as an optimization pr...

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Bibliografske podrobnosti
izdano v:Magn Reson Med
Main Authors: Biswas, Sampurna, Aggarwal, Hemant K., Jacob, Mathews
Format: Artigo
Jezik:Inglês
Izdano: 2019
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7895318/
https://ncbi.nlm.nih.gov/pubmed/30860286
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mrm.27706
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