Rapid TAURUS for Relaxation-Based Color Magnetic Particle Imaging
Magnetic particle imaging (MPI) is a rapidly developing medical imaging modality that exploits the non-linear response of magnetic nanoparticles (MNPs). Color MPI widens the functionality of MPI, empowering it with the capability to distinguish different MNPs and/or MNP environments. The system func...
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Veröffentlicht in: | IEEE transactions on medical imaging 2022-12, Vol.41 (12), p.3774-3786 |
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creator | Arslan, M. Tunc Ozaslan, A. Alper Kurt, Semih Muslu, Yavuz Saritas, Emine Ulku |
description | Magnetic particle imaging (MPI) is a rapidly developing medical imaging modality that exploits the non-linear response of magnetic nanoparticles (MNPs). Color MPI widens the functionality of MPI, empowering it with the capability to distinguish different MNPs and/or MNP environments. The system function approach for color MPI relies on extensive calibrations that capture the differences in the harmonic responses of the MNPs. An alternative calibration-free x-space-based method called TAURUS estimates a map of the relaxation time constant, \tau , by recovering the underlying mirror symmetry in the MPI signal. However, TAURUS requires a back and forth scanning of a given region, restricting its usage to slow trajectories with constant or piecewise constant focus fields (FFs). In this work, we propose a novel technique to increase the performance of TAURUS and enable \tau map estimation for rapid and multi-dimensional trajectories. The proposed technique is based on correcting the distortions on mirror symmetry induced by time-varying FFs. We demonstrate via simulations and experiments in our in-house MPI scanner that the proposed method successfully estimates high-fidelity \tau maps for rapid trajectories that provide orders of magnitude reduction in scanning time (over 300 fold for simulations and over 8 fold for experiments) while preserving the calibration-free property of TAURUS. |
doi_str_mv | 10.1109/TMI.2022.3195694 |
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Tunc ; Ozaslan, A. Alper ; Kurt, Semih ; Muslu, Yavuz ; Saritas, Emine Ulku</creator><creatorcontrib>Arslan, M. Tunc ; Ozaslan, A. Alper ; Kurt, Semih ; Muslu, Yavuz ; Saritas, Emine Ulku</creatorcontrib><description><![CDATA[Magnetic particle imaging (MPI) is a rapidly developing medical imaging modality that exploits the non-linear response of magnetic nanoparticles (MNPs). Color MPI widens the functionality of MPI, empowering it with the capability to distinguish different MNPs and/or MNP environments. The system function approach for color MPI relies on extensive calibrations that capture the differences in the harmonic responses of the MNPs. An alternative calibration-free x-space-based method called TAURUS estimates a map of the relaxation time constant, <inline-formula> <tex-math notation="LaTeX">\tau </tex-math></inline-formula>, by recovering the underlying mirror symmetry in the MPI signal. However, TAURUS requires a back and forth scanning of a given region, restricting its usage to slow trajectories with constant or piecewise constant focus fields (FFs). In this work, we propose a novel technique to increase the performance of TAURUS and enable <inline-formula> <tex-math notation="LaTeX">\tau </tex-math></inline-formula> map estimation for rapid and multi-dimensional trajectories. The proposed technique is based on correcting the distortions on mirror symmetry induced by time-varying FFs. We demonstrate via simulations and experiments in our in-house MPI scanner that the proposed method successfully estimates high-fidelity <inline-formula> <tex-math notation="LaTeX">\tau </tex-math></inline-formula> maps for rapid trajectories that provide orders of magnitude reduction in scanning time (over 300 fold for simulations and over 8 fold for experiments) while preserving the calibration-free property of TAURUS.]]></description><identifier>ISSN: 0278-0062</identifier><identifier>ISSN: 1558-254X</identifier><identifier>EISSN: 1558-254X</identifier><identifier>DOI: 10.1109/TMI.2022.3195694</identifier><identifier>PMID: 35921341</identifier><identifier>CODEN: ITMID4</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Calibration ; Color ; color MPI ; Computational modeling ; Distortion ; Estimates ; Estimation ; Harmonic response ; Image color analysis ; Magnetic induction ; Magnetic particle imaging ; Medical imaging ; mirror symmetry ; Mirrors ; nanoparticle relaxation ; Nanoparticles ; Nonlinear response ; rapid trajectory ; Relaxation time ; Scanning ; Symmetry ; Time constant ; Trajectory ; x-space MPI</subject><ispartof>IEEE transactions on medical imaging, 2022-12, Vol.41 (12), p.3774-3786</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. 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Tunc</creatorcontrib><creatorcontrib>Ozaslan, A. Alper</creatorcontrib><creatorcontrib>Kurt, Semih</creatorcontrib><creatorcontrib>Muslu, Yavuz</creatorcontrib><creatorcontrib>Saritas, Emine Ulku</creatorcontrib><title>Rapid TAURUS for Relaxation-Based Color Magnetic Particle Imaging</title><title>IEEE transactions on medical imaging</title><addtitle>TMI</addtitle><description><![CDATA[Magnetic particle imaging (MPI) is a rapidly developing medical imaging modality that exploits the non-linear response of magnetic nanoparticles (MNPs). Color MPI widens the functionality of MPI, empowering it with the capability to distinguish different MNPs and/or MNP environments. The system function approach for color MPI relies on extensive calibrations that capture the differences in the harmonic responses of the MNPs. An alternative calibration-free x-space-based method called TAURUS estimates a map of the relaxation time constant, <inline-formula> <tex-math notation="LaTeX">\tau </tex-math></inline-formula>, by recovering the underlying mirror symmetry in the MPI signal. However, TAURUS requires a back and forth scanning of a given region, restricting its usage to slow trajectories with constant or piecewise constant focus fields (FFs). In this work, we propose a novel technique to increase the performance of TAURUS and enable <inline-formula> <tex-math notation="LaTeX">\tau </tex-math></inline-formula> map estimation for rapid and multi-dimensional trajectories. The proposed technique is based on correcting the distortions on mirror symmetry induced by time-varying FFs. 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Alper ; Kurt, Semih ; Muslu, Yavuz ; Saritas, Emine Ulku</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c404t-ff9737f59230b9813c25f21f1dd10183694e0d3f5fd7c47a08f9c07b51cedccd3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Calibration</topic><topic>Color</topic><topic>color MPI</topic><topic>Computational modeling</topic><topic>Distortion</topic><topic>Estimates</topic><topic>Estimation</topic><topic>Harmonic response</topic><topic>Image color analysis</topic><topic>Magnetic induction</topic><topic>Magnetic particle imaging</topic><topic>Medical imaging</topic><topic>mirror symmetry</topic><topic>Mirrors</topic><topic>nanoparticle relaxation</topic><topic>Nanoparticles</topic><topic>Nonlinear response</topic><topic>rapid trajectory</topic><topic>Relaxation time</topic><topic>Scanning</topic><topic>Symmetry</topic><topic>Time constant</topic><topic>Trajectory</topic><topic>x-space MPI</topic><toplevel>online_resources</toplevel><creatorcontrib>Arslan, M. 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Tunc</au><au>Ozaslan, A. Alper</au><au>Kurt, Semih</au><au>Muslu, Yavuz</au><au>Saritas, Emine Ulku</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Rapid TAURUS for Relaxation-Based Color Magnetic Particle Imaging</atitle><jtitle>IEEE transactions on medical imaging</jtitle><stitle>TMI</stitle><date>2022-12-01</date><risdate>2022</risdate><volume>41</volume><issue>12</issue><spage>3774</spage><epage>3786</epage><pages>3774-3786</pages><issn>0278-0062</issn><issn>1558-254X</issn><eissn>1558-254X</eissn><coden>ITMID4</coden><abstract><![CDATA[Magnetic particle imaging (MPI) is a rapidly developing medical imaging modality that exploits the non-linear response of magnetic nanoparticles (MNPs). Color MPI widens the functionality of MPI, empowering it with the capability to distinguish different MNPs and/or MNP environments. 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We demonstrate via simulations and experiments in our in-house MPI scanner that the proposed method successfully estimates high-fidelity <inline-formula> <tex-math notation="LaTeX">\tau </tex-math></inline-formula> maps for rapid trajectories that provide orders of magnitude reduction in scanning time (over 300 fold for simulations and over 8 fold for experiments) while preserving the calibration-free property of TAURUS.]]></abstract><cop>New York</cop><pub>IEEE</pub><pmid>35921341</pmid><doi>10.1109/TMI.2022.3195694</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0002-2369-3378</orcidid><orcidid>https://orcid.org/0000-0003-4067-2904</orcidid><orcidid>https://orcid.org/0000-0002-9760-9140</orcidid><orcidid>https://orcid.org/0000-0001-8551-1077</orcidid><orcidid>https://orcid.org/0000-0001-6698-838X</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Calibration Color color MPI Computational modeling Distortion Estimates Estimation Harmonic response Image color analysis Magnetic induction Magnetic particle imaging Medical imaging mirror symmetry Mirrors nanoparticle relaxation Nanoparticles Nonlinear response rapid trajectory Relaxation time Scanning Symmetry Time constant Trajectory x-space MPI |
title | Rapid TAURUS for Relaxation-Based Color Magnetic Particle Imaging |
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