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J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction

Modern MRI schemes, which rely on compressed sensing or deep learning algorithms to recover MRI data from undersampled multichannel Fourier measurements, are widely used to reduce the scan time. The image quality of these approaches is heavily dependent on the sampling pattern. We introduce a contin...

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Detalles Bibliográficos
Publicado en:IEEE J Sel Top Signal Process
Main Authors: Aggarwal, Hemant Kumar, Jacob, Mathews
Formato: Artigo
Idioma:Inglês
Publicado: 2020
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7893809/
https://ncbi.nlm.nih.gov/pubmed/33613806
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/jstsp.2020.3004094
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