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Cardiac magnetic resonance T1 and extracellular volume mapping with motion correction and co-registration based on fast elastic image registration

Title: Cardiac magnetic resonance T1 and extracellular volume mapping with motion correction and co-registration based on fast elastic image registration
Authors: Zhang, S
Le, TT
Kabus, S
Su, B
Hausenloy, DJ
Cook, SA
Chin, CWL
Tan, RS
Item Type: Journal Article
Abstract: OBJECTIVE: Our aim was to investigate the technical feasibility of a novel motion compensation method for cardiac magntic resonance (MR) T1 and extracellular volume fraction (ECV) mapping. MATERIALS AND METHODS: Native and post-contrast T1 maps were obtained using modified look-locker inversion recovery (MOLLI) pulse sequences with acquisition scheme defined in seconds. A nonrigid, nonparametric, fast elastic registration method was applied to generate motion-corrected T1 maps and subsequently ECV maps. Qualitative rating was performed based on T1 fitting-error maps and overlay images. Local deformation vector fields were produced for quantitative assessment. Intra- and inter-observer reproducibility were compared with and without motion compensation. RESULTS: Eighty-two T1 and 39 ECV maps were obtained in 21 patients with diverse myocardial diseases. Approximately 60% demonstrated clear quality improvement after motion correction for T1 mapping, particularly for the poor-rating cases (23% before vs 2% after). Approximately 67% showed further improvement with co-registration in ECV mapping. Although T1 and ECV values were not clinically significantly different before and after motion compensation, there was improved intra- and inter-observer reproducibility after motion compensation. CONCLUSIONS: Automated motion correction and co-registration improved the qualitative assessment and reproducibility of cardiac MR T1 and ECV measurements, allowing for more reliable ECV mapping.
Issue Date: 1-Feb-2018
Date of Acceptance: 25-Nov-2017
URI: http://hdl.handle.net/10044/1/98437
DOI: 10.1007/s10334-017-0668-2
ISSN: 0968-5243
Publisher: Springer
Start Page: 115
End Page: 129
Journal / Book Title: Magnetic Resonance Materials in Physics, Biology and Medicine
Volume: 31
Issue: 1
Copyright Statement: © The Author(s) 2017. This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
Keywords: Co-registration
Diffuse fibrosis
Extracellular volume
Motion correction
T1 relaxation time
Adolescent
Adult
Aged
Algorithms
Cardiac Imaging Techniques
Contrast Media
Extracellular Space
Female
Gadolinium
Heart Diseases
Humans
Image Interpretation, Computer-Assisted
Magnetic Resonance Imaging
Male
Middle Aged
Motion
Observer Variation
Statistics, Nonparametric
Young Adult
Extracellular Space
Humans
Heart Diseases
Gadolinium
Contrast Media
Image Interpretation, Computer-Assisted
Observer Variation
Magnetic Resonance Imaging
Statistics, Nonparametric
Algorithms
Motion
Adolescent
Adult
Aged
Middle Aged
Female
Male
Young Adult
Cardiac Imaging Techniques
Co-registration
Diffuse fibrosis
Extracellular volume
Motion correction
T1 relaxation time
Adolescent
Adult
Aged
Algorithms
Cardiac Imaging Techniques
Contrast Media
Extracellular Space
Female
Gadolinium
Heart Diseases
Humans
Image Interpretation, Computer-Assisted
Magnetic Resonance Imaging
Male
Middle Aged
Motion
Observer Variation
Statistics, Nonparametric
Young Adult
Nuclear Medicine & Medical Imaging
Publication Status: Published
Conference Place: Germany
Online Publication Date: 2017-12-21
Appears in Collections:Institute of Clinical Sciences



This item is licensed under a Creative Commons License Creative Commons