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A Local Region of Interest Imaging Method for Electrical Impedance Tomography with Internal Electrodes

Electrical Impedance Tomography (EIT) is a very attractive functional imaging method despite the low sensitivity and resolution. The use of internal electrodes with the conventional reconstruction algorithms was not enough to enhance image resolution and accuracy in the region of interest (ROI). We...

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Autores principales: Kwon, Hyeuknam, McEwan, Alistair L., Oh, Tong In, Farooq, Adnan, Woo, Eung Je, Seo, Jin Keun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3722843/
https://www.ncbi.nlm.nih.gov/pubmed/23935705
http://dx.doi.org/10.1155/2013/964918
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author Kwon, Hyeuknam
McEwan, Alistair L.
Oh, Tong In
Farooq, Adnan
Woo, Eung Je
Seo, Jin Keun
author_facet Kwon, Hyeuknam
McEwan, Alistair L.
Oh, Tong In
Farooq, Adnan
Woo, Eung Je
Seo, Jin Keun
author_sort Kwon, Hyeuknam
collection PubMed
description Electrical Impedance Tomography (EIT) is a very attractive functional imaging method despite the low sensitivity and resolution. The use of internal electrodes with the conventional reconstruction algorithms was not enough to enhance image resolution and accuracy in the region of interest (ROI). We propose a local ROI imaging method with internal electrodes developed from careful analysis of the sensitivity matrix that is designed to reduce the sensitivity of the voxels outside the local region and optimize the sensitivity of the voxel inside the local region. We perform numerical simulations and physical measurements to demonstrate the localized EIT imaging method. In preliminary results with multiple objects we show the benefits of using an internal electrode and the improved resolution due to the local ROI image reconstruction method. The sensitivity is further increased by allowing the surface electrodes to be unevenly spaced with a higher density of surface electrodes near the ROI. Also, we analyse how much the image quality is improved using several performance parameters for comparison. While these have not yet been studied in depth, it convincingly shows an improvement in local sensitivity in images obtained with an internal electrode in comparison to a standard reconstruction method.
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spelling pubmed-37228432013-08-09 A Local Region of Interest Imaging Method for Electrical Impedance Tomography with Internal Electrodes Kwon, Hyeuknam McEwan, Alistair L. Oh, Tong In Farooq, Adnan Woo, Eung Je Seo, Jin Keun Comput Math Methods Med Research Article Electrical Impedance Tomography (EIT) is a very attractive functional imaging method despite the low sensitivity and resolution. The use of internal electrodes with the conventional reconstruction algorithms was not enough to enhance image resolution and accuracy in the region of interest (ROI). We propose a local ROI imaging method with internal electrodes developed from careful analysis of the sensitivity matrix that is designed to reduce the sensitivity of the voxels outside the local region and optimize the sensitivity of the voxel inside the local region. We perform numerical simulations and physical measurements to demonstrate the localized EIT imaging method. In preliminary results with multiple objects we show the benefits of using an internal electrode and the improved resolution due to the local ROI image reconstruction method. The sensitivity is further increased by allowing the surface electrodes to be unevenly spaced with a higher density of surface electrodes near the ROI. Also, we analyse how much the image quality is improved using several performance parameters for comparison. While these have not yet been studied in depth, it convincingly shows an improvement in local sensitivity in images obtained with an internal electrode in comparison to a standard reconstruction method. Hindawi Publishing Corporation 2013 2013-07-08 /pmc/articles/PMC3722843/ /pubmed/23935705 http://dx.doi.org/10.1155/2013/964918 Text en Copyright © 2013 Hyeuknam Kwon 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
Kwon, Hyeuknam
McEwan, Alistair L.
Oh, Tong In
Farooq, Adnan
Woo, Eung Je
Seo, Jin Keun
A Local Region of Interest Imaging Method for Electrical Impedance Tomography with Internal Electrodes
title A Local Region of Interest Imaging Method for Electrical Impedance Tomography with Internal Electrodes
title_full A Local Region of Interest Imaging Method for Electrical Impedance Tomography with Internal Electrodes
title_fullStr A Local Region of Interest Imaging Method for Electrical Impedance Tomography with Internal Electrodes
title_full_unstemmed A Local Region of Interest Imaging Method for Electrical Impedance Tomography with Internal Electrodes
title_short A Local Region of Interest Imaging Method for Electrical Impedance Tomography with Internal Electrodes
title_sort local region of interest imaging method for electrical impedance tomography with internal electrodes
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3722843/
https://www.ncbi.nlm.nih.gov/pubmed/23935705
http://dx.doi.org/10.1155/2013/964918
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