Deep learning for accelerated and robust MRI reconstruction

Deep learning (DL) has recently emerged as a pivotal technology for enhancing magnetic resonance imaging (MRI), a critical tool in diagnostic radiology. This review paper provides a comprehensive overview of recent advances in DL for MRI reconstruction, and focuses on various DL approaches and archi...

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Bibliographic Details

Published in:	Magma (New York, N.Y.) Vol. 37; no. 3; pp. 335 - 368
Main Authors:	Heckel, Reinhard, Jacob, Mathews, Chaudhari, Akshay, Perlman, Or, Shimron, Efrat
Format:	Journal Article
Language:	English
Published:	Cham Springer International Publishing 01.07.2024
Subjects:	Basic Science - Reconstruction algorithms and artificial intelligence Biomedical Engineering and Bioengineering Computer Appl. in Life Sciences Health Informatics Imaging Medicine Medicine & Public Health Radiology Review Solid State Physics Deep learning MRI Image reconstruction Machine learning
ISSN:	1352-8661, 0968-5243, 1352-8661
Online Access:	Get full text
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