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Dense Recurrent Neural Networks for Accelerated MRI: History-Cognizant Unrolling of Optimization Algorithms

Inverse problems for accelerated MRI typically incorporate domain-specific knowledge about the forward encoding operator in a regularized reconstruction framework. Recently physics-driven deep learning (DL) methods have been proposed to use neural networks for data-driven regularization. These metho...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:IEEE J Sel Top Signal Process
Prif Awduron: Hosseini, Seyed Amir Hossein, Yaman, Burhaneddin, Moeller, Steen, Hong, Mingyi, Akçakaya, Mehmet
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2020
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC7978039/
https://ncbi.nlm.nih.gov/pubmed/33747334
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/jstsp.2020.3003170
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