Emerging Trends in Fast MRI Using Deep-Learning Reconstruction on Undersampled k-Space Data: A Systematic Review

Emerging Trends in Fast MRI Using Deep-Learning Reconstruction on Undersampled k-Space Data: A Systematic Review

Magnetic Resonance Imaging (MRI) is an essential medical imaging modality that provides excellent soft-tissue contrast and high-resolution images of the human body, allowing us to understand detailed information on morphology, structural integrity, and physiologic processes. However, MRI exams usual...

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Bibliographic Details
Main Authors: Dilbag Singh, Anmol Monga, Hector L. de Moura, Xiaoxia Zhang, Marcelo V. W. Zibetti, Ravinder R. Regatte
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Bioengineering
Subjects:
Magnetic Resonance Imaging
parallel MRI
compressive sensing
k-space
deep learning
deep MRI reconstruction
Online Access:https://www.mdpi.com/2306-5354/10/9/1012

Internet

https://www.mdpi.com/2306-5354/10/9/1012

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