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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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 |
work_keys_str_mv |
AT laetitiavionnet simultaneousfeedbackcontrolforjointfieldandmotioncorrectioninbrainmri AT alexanderaranovitch simultaneousfeedbackcontrolforjointfieldandmotioncorrectioninbrainmri AT yolandaduerst simultaneousfeedbackcontrolforjointfieldandmotioncorrectioninbrainmri AT maximilianhaeberlin simultaneousfeedbackcontrolforjointfieldandmotioncorrectioninbrainmri AT benjaminemmanueldietrich simultaneousfeedbackcontrolforjointfieldandmotioncorrectioninbrainmri AT simongross simultaneousfeedbackcontrolforjointfieldandmotioncorrectioninbrainmri AT klaaspaulpruessmann simultaneousfeedbackcontrolforjointfieldandmotioncorrectioninbrainmri |
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