Motion corrected LV quantification based on 3D modelling for improved functional assessment in cardiac MRI

Liew, Y.M. and McLaughlin, R.A. and Chan, B.T. and Aziz, Y.F.A. and Chee, K.H. and Ung, N.M. and Tan, L.K. and Lai, K.W. and Ng, S. and Lim, E. (2015) Motion corrected LV quantification based on 3D modelling for improved functional assessment in cardiac MRI. Physics in Medicine and Biology, 60 (7). pp. 2715-2733. ISSN 0031-9155

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Official URL: http://www.ncbi.nlm.nih.gov/pubmed/25768708

Abstract

Cine MRI is a clinical reference standard for the quantitative assessment of cardiac function, but reproducibility is confounded by motion artefacts. We explore the feasibility of a motion corrected 3D left ventricle (LV) quantification method, incorporating multislice image registration into the 3D model reconstruction, to improve reproducibility of 3D LV functional quantification. Multi-breath-hold short-axis and radial long-axis images were acquired from 10 patients and 10 healthy subjects. The proposed framework reduced misalignment between slices to subpixel accuracy (2.88 to 1.21 mm), and improved interstudy reproducibility for 5 important clinical functional measures, i.e. end-diastolic volume, end-systolic volume, ejection fraction, myocardial mass and 3D-sphericity index, as reflected in a reduction in the sample size required to detect statistically significant cardiac changes: a reduction of 21-66. Our investigation on the optimum registration parameters, including both cardiac time frames and number of long-axis (LA) slices, suggested that a single time frame is adequate for motion correction whereas integrating more LA slices can improve registration and model reconstruction accuracy for improved functional quantification especially on datasets with severe motion artefacts.

Item Type: Article
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Uncontrolled Keywords: Cine MRI, motion correction, image registration, 3D modelling, quantification, SINGLE BREATH-HOLD, CARDIOVASCULAR MAGNETIC-RESONANCE, LEFT-VENTRICULAR, FUNCTION, CINE-MRI, ACQUISITION TECHNIQUE, SHORT-AXIS, REGISTRATION, IMAGES, HEART, ECHOCARDIOGRAPHY,
Subjects: T Technology > T Technology (General)
T Technology > TA Engineering (General). Civil engineering (General)
Divisions: Faculty of Engineering
Depositing User: Mr Jenal S
Date Deposited: 07 Mar 2016 06:38
Last Modified: 07 Mar 2016 06:38
URI: http://eprints.um.edu.my/id/eprint/15667

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