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Deep-Learning Methods for Parallel Magnetic Resonance Imaging Reconstruction: A Survey of the Current Approaches, Trends, and Issues

Following the success of deep learning in a wide range of applications, neural network-based machine learning techniques have received interest as a means of accelerating magnetic resonance imaging (MRI). A number of ideas inspired by deep learning techniques from computer vision and image processin...

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Detalhes bibliográficos
Publicado no:IEEE Signal Process Mag
Main Authors: Knoll, Florian, Hammernik, Kerstin, Zhang, Chi, Moeller, Steen, Pock, Thomas, Sodickson, Daniel K., Akçakaya, Mehmet
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7982984/
https://ncbi.nlm.nih.gov/pubmed/33758487
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/MSP.2019.2950640
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