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Development of an Anatomically Realistic Forward Solver for Thoracic Electrical Impedance Tomography

Electrical impedance tomography (EIT) has the potential to provide a low cost and safe imaging modality for clinically monitoring patients being treated with mechanical ventilation. Variations in reconstruction algorithms at different clinical settings, however, make interpretation of regional venti...

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Detalles Bibliográficos
Autores principales: Yang, Fei, Zhang, Jie, Patterson, Robert
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4782630/
https://www.ncbi.nlm.nih.gov/pubmed/27006927
http://dx.doi.org/10.1155/2013/983938
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author Yang, Fei
Zhang, Jie
Patterson, Robert
author_facet Yang, Fei
Zhang, Jie
Patterson, Robert
author_sort Yang, Fei
collection PubMed
description Electrical impedance tomography (EIT) has the potential to provide a low cost and safe imaging modality for clinically monitoring patients being treated with mechanical ventilation. Variations in reconstruction algorithms at different clinical settings, however, make interpretation of regional ventilation across institutions difficult, presenting the need for a unified algorithm for thoracic EIT reconstruction. Development of such a consensual reconstruction algorithm necessitates a forward model capable of predicting surface impedance measurements as well as electric fields in the interior of the modeled thoracic volume. In this paper, we present an anatomically realistic forward solver for thoracic EIT that was built based on high resolution MR image data of a representative adult. Accuracy assessment of the developed forward solver in predicting surface impedance measurements by comparing the predicted and observed impedance measurements shows that the relative error is within the order of 5%, demonstrating the ability of the presented forward solver in generating high-fidelity surface thoracic impedance data for thoracic EIT algorithm development and evaluation.
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spelling pubmed-47826302016-03-22 Development of an Anatomically Realistic Forward Solver for Thoracic Electrical Impedance Tomography Yang, Fei Zhang, Jie Patterson, Robert J Med Eng Research Article Electrical impedance tomography (EIT) has the potential to provide a low cost and safe imaging modality for clinically monitoring patients being treated with mechanical ventilation. Variations in reconstruction algorithms at different clinical settings, however, make interpretation of regional ventilation across institutions difficult, presenting the need for a unified algorithm for thoracic EIT reconstruction. Development of such a consensual reconstruction algorithm necessitates a forward model capable of predicting surface impedance measurements as well as electric fields in the interior of the modeled thoracic volume. In this paper, we present an anatomically realistic forward solver for thoracic EIT that was built based on high resolution MR image data of a representative adult. Accuracy assessment of the developed forward solver in predicting surface impedance measurements by comparing the predicted and observed impedance measurements shows that the relative error is within the order of 5%, demonstrating the ability of the presented forward solver in generating high-fidelity surface thoracic impedance data for thoracic EIT algorithm development and evaluation. Hindawi Publishing Corporation 2013 2013-03-24 /pmc/articles/PMC4782630/ /pubmed/27006927 http://dx.doi.org/10.1155/2013/983938 Text en Copyright © 2013 Fei Yang et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Yang, Fei
Zhang, Jie
Patterson, Robert
Development of an Anatomically Realistic Forward Solver for Thoracic Electrical Impedance Tomography
title Development of an Anatomically Realistic Forward Solver for Thoracic Electrical Impedance Tomography
title_full Development of an Anatomically Realistic Forward Solver for Thoracic Electrical Impedance Tomography
title_fullStr Development of an Anatomically Realistic Forward Solver for Thoracic Electrical Impedance Tomography
title_full_unstemmed Development of an Anatomically Realistic Forward Solver for Thoracic Electrical Impedance Tomography
title_short Development of an Anatomically Realistic Forward Solver for Thoracic Electrical Impedance Tomography
title_sort development of an anatomically realistic forward solver for thoracic electrical impedance tomography
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4782630/
https://www.ncbi.nlm.nih.gov/pubmed/27006927
http://dx.doi.org/10.1155/2013/983938
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