Progressive Feature Reconstruction and Fusion to Accelerate MRI Imaging: Exploring Insights across Low, Mid, and High-Order Dimensions

Progressive Feature Reconstruction and Fusion to Accelerate MRI Imaging: Exploring Insights across Low, Mid, and High-Order Dimensions

Magnetic resonance imaging (MRI) faces ongoing challenges associated with prolonged acquisition times and susceptibility to motion artifacts. Compressed Sensing (CS) principles have emerged as a significant advancement, addressing these issues by subsampling k-space data points and enabling rapid im...

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Bibliographic Details
Main Authors: Bin Wang, Yusheng Lian, Xingchuang Xiong, Han Zhou, Zilong Liu
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Electronics
Subjects:
MRI reconstruction
compress sensing
deep learning
cascaded reconstruction
transformer-based fusion
Online Access:https://www.mdpi.com/2079-9292/12/23/4742

Internet

https://www.mdpi.com/2079-9292/12/23/4742

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