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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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Bibliografski detalji
Izdano u:IEEE J Sel Top Signal Process
Glavni autori: Aggarwal, Hemant Kumar, Jacob, Mathews
Format: Artigo
Jezik:Inglês
Izdano: 2020
Teme:
Online pristup: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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