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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...

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Detalles Bibliográficos
Autores principales: Lu, Zhihong, Jiang, Dingsong, Yang, Jianzhong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
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.
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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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