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A method for magnetocardiography functional localization based on boundary element method and Nelder–Mead simplex algorithm
BACKGROUND: The magnetocardiography (MCG) functional localization can transfer the biomagnetic signal to the electrical activity information inside the heart. The electrical activity is directly related to the physiological function of the heart. METHODS: This study proposes a practical method for M...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8588379/ https://www.ncbi.nlm.nih.gov/pubmed/34250679 http://dx.doi.org/10.1111/anec.12879 |
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author | Lu, Zhihong Jiang, Dingsong Yang, Jianzhong |
author_facet | Lu, Zhihong Jiang, Dingsong Yang, Jianzhong |
author_sort | Lu, Zhihong |
collection | PubMed |
description | BACKGROUND: The magnetocardiography (MCG) functional localization can transfer the biomagnetic signal to the electrical activity information inside the heart. The electrical activity is directly related to the physiological function of the heart. METHODS: This study proposes a practical method for MCG functional localization based on the boundary element method (BEM) and the Nelder–Mead (NM) simplex algorithm. Single equivalent moving current dipole (SEMCD) is served as the equivalent cardiac source. The parameters of SEMCD are adapted using the NM simplex algorithm by fitting the measured MCG with the calculated MCG obtained based on BEM. The SEMCD parameters are solved in the sense that the difference between measured and calculated MCG is minimized. RESULTS: The factors affecting the localization accuracy of this BEM–NM method were first explored with synthetic signals. Then, the results with real MCG signals show a good agreement between the SEMCD location and the region where ventricle depolarization starts, demonstrating the feasibility of this idea. CONCLUSIONS: This is the first three‐dimensional localization of the onset of ventricular depolarization with the BEM–NM method. The method is promising in the noninvasive localization of lesions for heart diseases. |
format | Online Article Text |
id | pubmed-8588379 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85883792021-11-18 A method for magnetocardiography functional localization based on boundary element method and Nelder–Mead simplex algorithm Lu, Zhihong Jiang, Dingsong Yang, Jianzhong Ann Noninvasive Electrocardiol New Technologies BACKGROUND: The magnetocardiography (MCG) functional localization can transfer the biomagnetic signal to the electrical activity information inside the heart. The electrical activity is directly related to the physiological function of the heart. METHODS: This study proposes a practical method for MCG functional localization based on the boundary element method (BEM) and the Nelder–Mead (NM) simplex algorithm. Single equivalent moving current dipole (SEMCD) is served as the equivalent cardiac source. The parameters of SEMCD are adapted using the NM simplex algorithm by fitting the measured MCG with the calculated MCG obtained based on BEM. The SEMCD parameters are solved in the sense that the difference between measured and calculated MCG is minimized. RESULTS: The factors affecting the localization accuracy of this BEM–NM method were first explored with synthetic signals. Then, the results with real MCG signals show a good agreement between the SEMCD location and the region where ventricle depolarization starts, demonstrating the feasibility of this idea. CONCLUSIONS: This is the first three‐dimensional localization of the onset of ventricular depolarization with the BEM–NM method. The method is promising in the noninvasive localization of lesions for heart diseases. John Wiley and Sons Inc. 2021-07-12 /pmc/articles/PMC8588379/ /pubmed/34250679 http://dx.doi.org/10.1111/anec.12879 Text en © 2021 The Authors. Annals of Noninvasive Electrocardiology published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | New Technologies Lu, Zhihong Jiang, Dingsong Yang, Jianzhong A method for magnetocardiography functional localization based on boundary element method and Nelder–Mead simplex algorithm |
title | A method for magnetocardiography functional localization based on boundary element method and Nelder–Mead simplex algorithm |
title_full | A method for magnetocardiography functional localization based on boundary element method and Nelder–Mead simplex algorithm |
title_fullStr | A method for magnetocardiography functional localization based on boundary element method and Nelder–Mead simplex algorithm |
title_full_unstemmed | A method for magnetocardiography functional localization based on boundary element method and Nelder–Mead simplex algorithm |
title_short | A method for magnetocardiography functional localization based on boundary element method and Nelder–Mead simplex algorithm |
title_sort | method for magnetocardiography functional localization based on boundary element method and nelder–mead simplex algorithm |
topic | New Technologies |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8588379/ https://www.ncbi.nlm.nih.gov/pubmed/34250679 http://dx.doi.org/10.1111/anec.12879 |
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