Free-Breathing and Ungated Cardiac MRI Reconstruction Using a Deep Kernel Representation

Free-breathing and ungated cardiac MRI is a challenging problem due to the cardiac motion and respiration motion, which are not tracked. In this work, we propose an unsupervised deep kernel method for reconstructing real-time free-breathing and ungated cardiac MRI from highly undersampled k-t space...

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Bibliographic Details
Main Authors: Qing Zou, Abdul Haseeb Ahmed, Sanja Dzelebdzic, Tarique Hussain
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/4/2281