Global optimization of default phases for parallel transmit coils for ultra-high-field cardiac MRI
The development of novel multiple-element transmit-receive arrays is an essential factor for improving B 1 + field homogeneity in cardiac MRI at ultra-high magnetic field strength (B 0 > = 7.0T). One of the key steps in the design and fine-tuning of such arrays during the development process is f...
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Published in | PloS one Vol. 16; no. 8; p. e0255341 |
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Language | English |
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06.08.2021
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Abstract | The development of novel multiple-element transmit-receive arrays is an essential factor for improving B
1
+
field homogeneity in cardiac MRI at ultra-high magnetic field strength (B
0
> = 7.0T). One of the key steps in the design and fine-tuning of such arrays during the development process is finding the default driving phases for individual coil elements providing the best possible homogeneity of the combined B
1
+
-field that is achievable without (or before) subject-specific B
1
+
-adjustment in the scanner. This task is often solved by time-consuming (brute-force) or by limited efficiency optimization methods. In this work, we propose a robust technique to find phase vectors providing optimization of the B
1
-homogeneity in the default setup of multiple-element transceiver arrays. The key point of the described method is the pre-selection of starting vectors for the iterative solver-based search to maximize the probability of finding a global extremum for a cost function optimizing the homogeneity of a shaped B
1
+
-field. This strategy allows for (i) drastic reduction of the computation time in comparison to a brute-force method and (ii) finding phase vectors providing a combined B
1
+
-field with homogeneity characteristics superior to the one provided by the random-multi-start optimization approach. The method was efficiently used for optimizing the default phase settings in the in-house-built 8Tx/16Rx arrays designed for cMRI in pigs at 7T. |
---|---|
AbstractList | The development of novel multiple-element transmit-receive arrays is an essential factor for improving B1+ field homogeneity in cardiac MRI at ultra-high magnetic field strength (B0 > = 7.0T). One of the key steps in the design and fine-tuning of such arrays during the development process is finding the default driving phases for individual coil elements providing the best possible homogeneity of the combined B1+-field that is achievable without (or before) subject-specific B1+-adjustment in the scanner. This task is often solved by time-consuming (brute-force) or by limited efficiency optimization methods. In this work, we propose a robust technique to find phase vectors providing optimization of the B1-homogeneity in the default setup of multiple-element transceiver arrays. The key point of the described method is the pre-selection of starting vectors for the iterative solver-based search to maximize the probability of finding a global extremum for a cost function optimizing the homogeneity of a shaped B1+-field. This strategy allows for (i) drastic reduction of the computation time in comparison to a brute-force method and (ii) finding phase vectors providing a combined B1+-field with homogeneity characteristics superior to the one provided by the random-multi-start optimization approach. The method was efficiently used for optimizing the default phase settings in the in-house-built 8Tx/16Rx arrays designed for cMRI in pigs at 7T. The development of novel multiple-element transmit-receive arrays is an essential factor for improving B 1 + field homogeneity in cardiac MRI at ultra-high magnetic field strength (B 0 > = 7.0T). One of the key steps in the design and fine-tuning of such arrays during the development process is finding the default driving phases for individual coil elements providing the best possible homogeneity of the combined B 1 + -field that is achievable without (or before) subject-specific B 1 + -adjustment in the scanner. This task is often solved by time-consuming (brute-force) or by limited efficiency optimization methods. In this work, we propose a robust technique to find phase vectors providing optimization of the B 1 -homogeneity in the default setup of multiple-element transceiver arrays. The key point of the described method is the pre-selection of starting vectors for the iterative solver-based search to maximize the probability of finding a global extremum for a cost function optimizing the homogeneity of a shaped B 1 + -field. This strategy allows for (i) drastic reduction of the computation time in comparison to a brute-force method and (ii) finding phase vectors providing a combined B 1 + -field with homogeneity characteristics superior to the one provided by the random-multi-start optimization approach. The method was efficiently used for optimizing the default phase settings in the in-house-built 8Tx/16Rx arrays designed for cMRI in pigs at 7T. The development of novel multiple-element transmit-receive arrays is an essential factor for improving B1+ field homogeneity in cardiac MRI at ultra-high magnetic field strength (B0 > = 7.0T). One of the key steps in the design and fine-tuning of such arrays during the development process is finding the default driving phases for individual coil elements providing the best possible homogeneity of the combined B1+-field that is achievable without (or before) subject-specific B1+-adjustment in the scanner. This task is often solved by time-consuming (brute-force) or by limited efficiency optimization methods. In this work, we propose a robust technique to find phase vectors providing optimization of the B1-homogeneity in the default setup of multiple-element transceiver arrays. The key point of the described method is the pre-selection of starting vectors for the iterative solver-based search to maximize the probability of finding a global extremum for a cost function optimizing the homogeneity of a shaped B1+-field. This strategy allows for (i) drastic reduction of the computation time in comparison to a brute-force method and (ii) finding phase vectors providing a combined B1+-field with homogeneity characteristics superior to the one provided by the random-multi-start optimization approach. The method was efficiently used for optimizing the default phase settings in the in-house-built 8Tx/16Rx arrays designed for cMRI in pigs at 7T.The development of novel multiple-element transmit-receive arrays is an essential factor for improving B1+ field homogeneity in cardiac MRI at ultra-high magnetic field strength (B0 > = 7.0T). One of the key steps in the design and fine-tuning of such arrays during the development process is finding the default driving phases for individual coil elements providing the best possible homogeneity of the combined B1+-field that is achievable without (or before) subject-specific B1+-adjustment in the scanner. This task is often solved by time-consuming (brute-force) or by limited efficiency optimization methods. In this work, we propose a robust technique to find phase vectors providing optimization of the B1-homogeneity in the default setup of multiple-element transceiver arrays. The key point of the described method is the pre-selection of starting vectors for the iterative solver-based search to maximize the probability of finding a global extremum for a cost function optimizing the homogeneity of a shaped B1+-field. This strategy allows for (i) drastic reduction of the computation time in comparison to a brute-force method and (ii) finding phase vectors providing a combined B1+-field with homogeneity characteristics superior to the one provided by the random-multi-start optimization approach. The method was efficiently used for optimizing the default phase settings in the in-house-built 8Tx/16Rx arrays designed for cMRI in pigs at 7T. The development of novel multiple-element transmit-receive arrays is an essential factor for improving B.sub.1 .sup.+ field homogeneity in cardiac MRI at ultra-high magnetic field strength (B.sub.0 > = 7.0T). One of the key steps in the design and fine-tuning of such arrays during the development process is finding the default driving phases for individual coil elements providing the best possible homogeneity of the combined B.sub.1 .sup.+ -field that is achievable without (or before) subject-specific B.sub.1 .sup.+ -adjustment in the scanner. This task is often solved by time-consuming (brute-force) or by limited efficiency optimization methods. In this work, we propose a robust technique to find phase vectors providing optimization of the B.sub.1 -homogeneity in the default setup of multiple-element transceiver arrays. The key point of the described method is the pre-selection of starting vectors for the iterative solver-based search to maximize the probability of finding a global extremum for a cost function optimizing the homogeneity of a shaped B.sub.1 .sup.+ -field. This strategy allows for (i) drastic reduction of the computation time in comparison to a brute-force method and (ii) finding phase vectors providing a combined B.sub.1 .sup.+ -field with homogeneity characteristics superior to the one provided by the random-multi-start optimization approach. The method was efficiently used for optimizing the default phase settings in the in-house-built 8Tx/16Rx arrays designed for cMRI in pigs at 7T. |
Audience | Academic |
Author | Schreiber, Laura M. Terekhov, Maxim Elabyad, Ibrahim A. |
AuthorAffiliation | University of Duisburg-Essen, GERMANY Chair of Cellular and Molecular Imaging, Comprehensive Heart Failure Center, University Hospital Wuerzburg, Wuerzburg, Germany |
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Cites_doi | 10.1002/jmri.22451 10.1002/mrm.20896 10.1161/CIRCIMAGING.116.005460 10.1016/j.jmr.2019.07.004 10.1097/RMR.0000000000000202 10.1002/mrm.21476 10.1016/j.ejrad.2011.08.002 10.1371/journal.pone.0161863 10.1002/mrm.27192 10.1002/mrm.23070 10.1016/j.jmr.2009.06.005 10.1016/j.neuroimage.2016.11.031 10.1002/jmri.23724 10.1002/mrm.24237 10.1002/mrm.25512 10.1002/mrm.21513 10.1093/comjnl/7.4.308 10.1002/mrm.26153 10.1002/nbm.4450 10.1002/mrm.24935 10.1002/mrm.26180 10.1002/mrm.22423 10.1002/mrm.24903 10.1038/s41598-020-59949-6 10.1016/j.jmr.2018.08.013 10.1002/jmri.25164 10.1016/j.jmr.2012.11.015 10.1002/mrm.25840 |
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Snippet | The development of novel multiple-element transmit-receive arrays is an essential factor for improving B
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field homogeneity in cardiac MRI at ultra-high... The development of novel multiple-element transmit-receive arrays is an essential factor for improving B.sub.1 .sup.+ field homogeneity in cardiac MRI at... The development of novel multiple-element transmit-receive arrays is an essential factor for improving B1+ field homogeneity in cardiac MRI at ultra-high... |
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SubjectTerms | Analysis Biology and Life Sciences Engineering and Technology Evaluation Magnetic resonance imaging Mathematical optimization Medicine and Health Sciences Physical Sciences Research and Analysis Methods |
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Title | Global optimization of default phases for parallel transmit coils for ultra-high-field cardiac MRI |
URI | https://www.proquest.com/docview/2559425202 https://pubmed.ncbi.nlm.nih.gov/PMC8346258 https://doaj.org/article/cc6886e8a1004bafa5b10e63c7db1f54 |
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