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Real‐time cardiovascular MR with spatio‐temporal artifact suppression using deep learning–proof of concept in congenital heart disease

PURPOSE: Real‐time assessment of ventricular volumes requires high acceleration factors. Residual convolutional neural networks (CNN) have shown potential for removing artifacts caused by data undersampling. In this study, we investigated the ability of CNNs to reconstruct highly accelerated radial...

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Detalhes bibliográficos
Publicado no:Magn Reson Med
Main Authors: Hauptmann, Andreas, Arridge, Simon, Lucka, Felix, Muthurangu, Vivek, Steeden, Jennifer A.
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6492123/
https://ncbi.nlm.nih.gov/pubmed/30194880
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mrm.27480
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