Simultaneous feedback control for joint field and motion correction in brain MRI

T2*-weighted gradient-echo sequences count among the most widely used techniques in neuroimaging and offer rich magnitude and phase contrast. The susceptibility effects underlying this contrast scale with B0, making T2*-weighted imaging particularly interesting at high field. High field also benefit...

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Main Authors: Laetitia Vionnet, Alexander Aranovitch, Yolanda Duerst, Maximilian Haeberlin, Benjamin Emmanuel Dietrich, Simon Gross, Klaas Paul Pruessmann
Format: Article
Language:English
Published: Elsevier 2021-02-01
Series:NeuroImage
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811920307722
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spelling doaj-fb2992db41f745b484f7198cc402ff9f2020-11-25T04:04:28ZengElsevierNeuroImage1095-95722021-02-01226117286Simultaneous feedback control for joint field and motion correction in brain MRILaetitia Vionnet0Alexander Aranovitch1Yolanda Duerst2Maximilian Haeberlin3Benjamin Emmanuel Dietrich4Simon Gross5Klaas Paul Pruessmann6Institute for Biomedical Engineering, ETH Zurich and University of Zurich, Gloriastrasse 35, 8092 Zurich, SwitzerlandInstitute for Biomedical Engineering, ETH Zurich and University of Zurich, Gloriastrasse 35, 8092 Zurich, SwitzerlandInstitute for Biomedical Engineering, ETH Zurich and University of Zurich, Gloriastrasse 35, 8092 Zurich, SwitzerlandInstitute for Biomedical Engineering, ETH Zurich and University of Zurich, Gloriastrasse 35, 8092 Zurich, SwitzerlandInstitute for Biomedical Engineering, ETH Zurich and University of Zurich, Gloriastrasse 35, 8092 Zurich, SwitzerlandInstitute for Biomedical Engineering, ETH Zurich and University of Zurich, Gloriastrasse 35, 8092 Zurich, SwitzerlandCorresponding author.; Institute for Biomedical Engineering, ETH Zurich and University of Zurich, Gloriastrasse 35, 8092 Zurich, SwitzerlandT2*-weighted gradient-echo sequences count among the most widely used techniques in neuroimaging and offer rich magnitude and phase contrast. The susceptibility effects underlying this contrast scale with B0, making T2*-weighted imaging particularly interesting at high field. High field also benefits baseline sensitivity and thus facilitates high-resolution studies. However, enhanced susceptibility effects and high target resolution come with inherent challenges. Relying on long echo times, T2*-weighted imaging not only benefits from enhanced local susceptibility effects but also suffers from increased field fluctuations due to moving body parts and breathing. High resolution, in turn, renders neuroimaging particularly vulnerable to motion of the head. This work reports the implementation and characterization of a system that aims to jointly address these issues. It is based on the simultaneous operation of two control loops, one for field stabilization and one for motion correction. The key challenge with this approach is that the two loops both operate on the magnetic field in the imaging volume and are thus prone to mutual interference and potential instability. This issue is addressed at the levels of sensing, timing, and control parameters. Performance assessment shows the resulting system to be stable and exhibit adequate loop decoupling, precision, and bandwidth. Simultaneous field and motion control is then demonstrated in examples of T2*-weighted in vivo imaging at 7T.http://www.sciencedirect.com/science/article/pii/S1053811920307722Feedback controlField stabilizationProspective motion correctionJoint correctionT2*-weighted imagingHigh field MRI
collection DOAJ
language English
format Article
sources DOAJ
author Laetitia Vionnet
Alexander Aranovitch
Yolanda Duerst
Maximilian Haeberlin
Benjamin Emmanuel Dietrich
Simon Gross
Klaas Paul Pruessmann
spellingShingle Laetitia Vionnet
Alexander Aranovitch
Yolanda Duerst
Maximilian Haeberlin
Benjamin Emmanuel Dietrich
Simon Gross
Klaas Paul Pruessmann
Simultaneous feedback control for joint field and motion correction in brain MRI
NeuroImage
Feedback control
Field stabilization
Prospective motion correction
Joint correction
T2*-weighted imaging
High field MRI
author_facet Laetitia Vionnet
Alexander Aranovitch
Yolanda Duerst
Maximilian Haeberlin
Benjamin Emmanuel Dietrich
Simon Gross
Klaas Paul Pruessmann
author_sort Laetitia Vionnet
title Simultaneous feedback control for joint field and motion correction in brain MRI
title_short Simultaneous feedback control for joint field and motion correction in brain MRI
title_full Simultaneous feedback control for joint field and motion correction in brain MRI
title_fullStr Simultaneous feedback control for joint field and motion correction in brain MRI
title_full_unstemmed Simultaneous feedback control for joint field and motion correction in brain MRI
title_sort simultaneous feedback control for joint field and motion correction in brain mri
publisher Elsevier
series NeuroImage
issn 1095-9572
publishDate 2021-02-01
description T2*-weighted gradient-echo sequences count among the most widely used techniques in neuroimaging and offer rich magnitude and phase contrast. The susceptibility effects underlying this contrast scale with B0, making T2*-weighted imaging particularly interesting at high field. High field also benefits baseline sensitivity and thus facilitates high-resolution studies. However, enhanced susceptibility effects and high target resolution come with inherent challenges. Relying on long echo times, T2*-weighted imaging not only benefits from enhanced local susceptibility effects but also suffers from increased field fluctuations due to moving body parts and breathing. High resolution, in turn, renders neuroimaging particularly vulnerable to motion of the head. This work reports the implementation and characterization of a system that aims to jointly address these issues. It is based on the simultaneous operation of two control loops, one for field stabilization and one for motion correction. The key challenge with this approach is that the two loops both operate on the magnetic field in the imaging volume and are thus prone to mutual interference and potential instability. This issue is addressed at the levels of sensing, timing, and control parameters. Performance assessment shows the resulting system to be stable and exhibit adequate loop decoupling, precision, and bandwidth. Simultaneous field and motion control is then demonstrated in examples of T2*-weighted in vivo imaging at 7T.
topic Feedback control
Field stabilization
Prospective motion correction
Joint correction
T2*-weighted imaging
High field MRI
url http://www.sciencedirect.com/science/article/pii/S1053811920307722
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AT maximilianhaeberlin simultaneousfeedbackcontrolforjointfieldandmotioncorrectioninbrainmri
AT benjaminemmanueldietrich simultaneousfeedbackcontrolforjointfieldandmotioncorrectioninbrainmri
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