Joint Image Reconstruction and Super-Resolution for Accelerated Magnetic Resonance Imaging

Joint Image Reconstruction and Super-Resolution for Accelerated Magnetic Resonance Imaging

Magnetic resonance (MR) image reconstruction and super-resolution are two prominent techniques to restore high-quality images from undersampled or low-resolution k-space data to accelerate MR imaging. Combining undersampled and low-resolution acquisition can further improve the acceleration factor....

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Bibliographic Details
Main Authors: Wei Xu, Sen Jia, Zhuo-Xu Cui, Qingyong Zhu, Xin Liu, Dong Liang, Jing Cheng
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Bioengineering
Subjects:
MR imaging
multi-task
image reconstruction
super-resolution
deep learning
Online Access:https://www.mdpi.com/2306-5354/10/9/1107

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https://www.mdpi.com/2306-5354/10/9/1107

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