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Title: 5D whole-heart sparse MRI.
Austin Authors: Feng, Li;Coppo, Simone;Piccini, Davide;Yerly, Jerome;Lim, Ruth P ;Masci, Pier Giorgio;Stuber, Matthias;Sodickson, Daniel K;Otazo, Ricardo
Affiliation: Division of Cardiology and Cardiac MR Center, University Hospital (CHUV), LaUSAnne, Switzerland
Department of Radiology, University Hospital (CHUV) and University of LaUSAnne (UNIL), LaUSAnne, Switzerland
Department of Radiology, Austin Health, Heidelberg, Victoria, Australia
Advanced Clinical Imaging Technology, Siemens Healthcare, LaUSAnne, Switzerland
Center for Advanced Imaging Innovation and Research (CAI2R), and Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, New York, New York, USA
Center for Biomedical Imaging (CIBM), LaUSAnne, Switzerland
Issue Date: Feb-2018
Date: 2017-05-11
Publication information: Magnetic resonance in medicine 2018; 79(2): 826-838
Abstract: A 5D whole-heart sparse imaging framework is proposed for simultaneous assessment of myocardial function and high-resolution cardiac and respiratory motion-resolved whole-heart anatomy in a single continuous noncontrast MR scan. A non-electrocardiograph (ECG)-triggered 3D golden-angle radial balanced steady-state free precession sequence was used for data acquisition. The acquired 3D k-space data were sorted into a 5D dataset containing separated cardiac and respiratory dimensions using a self-extracted respiratory motion signal and a recorded ECG signal. Images were then reconstructed using XD-GRASP, a multidimensional compressed sensing technique exploiting correlations/sparsity along cardiac and respiratory dimensions. 5D whole-heart imaging was compared with respiratory motion-corrected 3D and 4D whole-heart imaging in nine volunteers for evaluation of the myocardium, great vessels, and coronary arteries. It was also compared with breath-held, ECG-gated 2D cardiac cine imaging for validation of cardiac function quantification. 5D whole-heart images received systematic higher quality scores in the myocardium, great vessels and coronary arteries. Quantitative coronary sharpness and length were always better for the 5D images. Good agreement was obtained for quantification of cardiac function compared with 2D cine imaging. 5D whole-heart sparse imaging represents a robust and promising framework for simplified comprehensive cardiac MRI without the need for breath-hold and motion correction. Magn Reson Med 79:826-838, 2018. © 2017 International Society for Magnetic Resonance in Medicine.
DOI: 10.1002/mrm.26745
ORCID: The University of Melbourne, Melbourne, Victoria, Australia
Journal: Magnetic resonance in medicine
PubMed URL: 28497486
Type: Journal Article
Subjects: 3D radial sampling
compressed sensing
coronary MRA
respiratory motion
whole-heart MRI
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