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      Motion‐corrected simultaneous cardiac positron emission tomography and coronary MR angiography with high acquisition efficiency

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          Abstract

          Purpose

          Develop a framework for efficient free‐breathing simultaneous whole‐heart coronary magnetic resonance angiography (CMRA) and cardiac positron emission tomography (PET) on a 3 Tesla PET‐MR system.

          Methods

          An acquisition that enables nonrigid motion correction of both CMRA and PET has been developed. The proposed method estimates translational motion from low‐resolution 2D MR image navigators acquired at each heartbeat and 3D nonrigid respiratory motion between different respiratory bins from the CMRA data itself. Estimated motion is used for correcting the CMRA as well as the emission and attenuation PET data sets to the same respiratory position. The CMRA approach was studied in 10 healthy subjects and compared for both left and right coronary arteries (LCA, RCA) against a reference scan with diaphragmatic navigator gating and tracking. The PET‐CMRA approach was tested in 5 oncology patients with 18F‐FDG myocardial uptake. PET images were compared against uncorrected and gated PET reconstructions.

          Results

          For the healthy subjects, no statistically significant differences in vessel length and sharpness ( P > 0.01) were observed between the proposed approach and the reference acquisition with navigator gating and tracking, although data acquisition was significantly shorter. The proposed approach improved CMRA vessel sharpness by 37.9% and 49.1% (LCA, RCA) and vessel length by 48.0% and 36.7% (LCA, RCA) in comparison with no motion correction for all the subjects. Motion‐corrected PET images showed improved sharpness of the myocardium compared to uncorrected reconstructions and reduced noise compared to gated reconstructions.

          Conclusion

          Feasibility of a new respiratory motion‐compensated simultaneous cardiac PET‐CMRA acquisition has been demonstrated. Magn Reson Med 79:339–350, 2018. © 2017 The Authors Magnetic Resonance in Medicine published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance in Medicine. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.

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          Most cited references30

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          Methods of conjugate gradients for solving linear systems

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            Advances in sensitivity encoding with arbitrary k-space trajectories.

            New, efficient reconstruction procedures are proposed for sensitivity encoding (SENSE) with arbitrary k-space trajectories. The presented methods combine gridding principles with so-called conjugate-gradient iteration. In this fashion, the bulk of the work of reconstruction can be performed by fast Fourier transform (FFT), reducing the complexity of data processing to the same order of magnitude as in conventional gridding reconstruction. Using the proposed method, SENSE becomes practical with nonstandard k-space trajectories, enabling considerable scan time reduction with respect to mere gradient encoding. This is illustrated by imaging simulations with spiral, radial, and random k-space patterns. Simulations were also used for investigating the convergence behavior of the proposed algorithm and its dependence on the factor by which gradient encoding is reduced. The in vivo feasibility of non-Cartesian SENSE imaging with iterative reconstruction is demonstrated by examples of brain and cardiac imaging using spiral trajectories. In brain imaging with six receiver coils, the number of spiral interleaves was reduced by factors ranging from 2 to 6. In cardiac real-time imaging with four coils, spiral SENSE permitted reducing the scan time per image from 112 ms to 56 ms, thus doubling the frame-rate. Copyright 2001 Wiley-Liss, Inc.
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              The role of cardiovascular magnetic resonance imaging in heart failure.

              Noninvasive imaging plays a central role in the diagnosis of heart failure, assessment of prognosis, and monitoring of therapy. Cardiovascular magnetic resonance (CMR) offers a comprehensive assessment of heart failure patients and is now the gold standard imaging technique to assess myocardial anatomy, regional and global function, and viability. Furthermore, it allows assessment of perfusion and acute tissue injury (edema and necrosis), whereas in nonischemic heart failure, fibrosis, infiltration, and iron overload can be detected. The information derived from CMR often reveals the underlying etiology of heart failure, and its high measurement accuracy makes it an ideal technique for monitoring disease progression and the effects of treatment. Evidence on the prognostic value of CMR-derived parameters in heart failure is rapidly emerging. This review summarizes the advantages of CMR for patients with heart failure and its important role in key areas.
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                Author and article information

                Contributors
                camila.munoz@kcl.ac.uk
                Journal
                Magn Reson Med
                Magn Reson Med
                10.1002/(ISSN)1522-2594
                MRM
                Magnetic Resonance in Medicine
                John Wiley and Sons Inc. (Hoboken )
                0740-3194
                1522-2594
                20 April 2017
                January 2018
                : 79
                : 1 ( doiID: 10.1002/mrm.v79.1 )
                : 339-350
                Affiliations
                [ 1 ] Division of Imaging Sciences and Biomedical Engineering King's College London London United Kingdom
                [ 2 ] MR Research Collaborations, Siemens Healthcare Frimley United Kingdom
                [ 3 ] PET Centre, St Thomas' Hospital, King's College London & Guys and St Thomas' NHS Foundation Trust London United Kingdom
                [ 4 ] Escuela de Ingenieria, Pontificia Universidad Catolica de Chile Santiago Chile
                Author notes
                [*] [* ]Correspondence to: Camila Munoz, M.Res., Division of Imaging Sciences and Biomedical Engineering, 4th Floor, Lambeth Wing, St Thomas' Hospital, London, SE1 7EH, United Kingdom. E‐mail: camila.munoz@ 123456kcl.ac.uk
                Article
                MRM26690
                10.1002/mrm.26690
                5763353
                28426162
                c2728092-acfd-4f3e-a093-b2fb46b12f2a
                © 2017 The Authors Magnetic Resonance in Medicine published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance in Medicine

                This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.

                History
                : 16 November 2016
                : 03 March 2017
                : 04 March 2017
                Page count
                Figures: 10, Tables: 0, Pages: 12, Words: 7585
                Funding
                Funded by: EPSRC
                Award ID: #EP/N009258/1
                Funded by: King's College London & Imperial College London EPSRC Centre for Doctoral Training in Medical Imaging
                Award ID: #EP/L015226/1
                Funded by: Centre of Excellence in Medical Engineering funded by the Wellcome Trust and EPSRC
                Award ID: #WT 088641/Z/09/Z
                Funded by: National Institute for Health Research (NIHR)
                Funded by: King's College London and King's College Hospital NHS Foundation Trust
                Categories
                Full Paper
                Full Papers—Imaging Methodology
                Custom metadata
                2.0
                mrm26690
                January 2018
                Converter:WILEY_ML3GV2_TO_NLMPMC version:5.2.8 mode:remove_FC converted:11.01.2018

                Radiology & Imaging
                cardiac pet‐mr,nonrigid motion correction,coronary mra,myocardial pet
                Radiology & Imaging
                cardiac pet‐mr, nonrigid motion correction, coronary mra, myocardial pet

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