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Three-dimensional electrical impedance tomography based on the complete electrode model

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TLDR
This paper proposes a finite element-based method for the reconstruction of three-dimensional resistivity distributions based on the so-called complete electrode model that takes into account the presence of the electrodes and the contact impedances and results from static and dynamic reconstructions with real measurement data are given.
Abstract
In electrical impedance tomography an approximation for the internal resistivity distribution is computed based on the knowledge of the injected currents and measured voltages on the surface of the body. It is often assumed that the injected currents are confined to the two-dimensional (2-D) electrode plane and the reconstruction is based on 2-D assumptions. However, the currents spread out in three dimensions and, therefore, off-plane structures have significant effect on the reconstructed images. In this paper we propose a finite element-based method for the reconstruction of three-dimensional resistivity distributions. The proposed method is based on the so-called complete electrode model that takes into account the presence of the electrodes and the contact impedances. Both the forward and the inverse problems are discussed and results from static and dynamic (difference) reconstructions with real measurement data are given. It is shown that in phantom experiments with accurate finite element computations it is possible to obtain static images that are comparable with difference images that are reconstructed from the same object with the empty (saline filled) tank as a reference.

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Citations
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Journal ArticleDOI

A Matlab toolkit for three-dimensional electrical impedance tomography: a contribution to the Electrical Impedance and Diffuse Optical Reconstruction Software project

TL;DR: A free toolkit of Matlab routines which can be employed to solve the forward and inverse EIT problems in three dimensions based on the complete electrode model along with some basic visualization utilities, in the hope that it will stimulate further development.
Journal ArticleDOI

Markov Chain Monte Carlo Using an Approximation

TL;DR: In this article, the authors present a method for generating samples from an unnormalized posterior distribution using Markov chain Monte Carlo (MCMC) in which the evaluation of f(·) is very difficult or computationally demanding.
Journal ArticleDOI

A MATLAB package for the EIDORS project to reconstruct two-dimensional EIT images

TL;DR: A MATLAB package is written which can be used for two-dimensional mesh generation, solving the forward problem and reconstructing and displaying the reconstructed images (resistivity or admittivity).
Journal ArticleDOI

Electrical Resistance Tomography Imaging of Concrete

TL;DR: In this article, electrical resistance tomography (ERT) was applied for 3D imaging of concrete, where alternating currents were injected into the target using an array of electrodes attached to the target surface, and the resulting voltages were measured using the same electrodes.
Journal ArticleDOI

A Broadband High-Frequency Electrical Impedance Tomography System for Breast Imaging

TL;DR: A new EIT system for breast imaging which covers the frequency range from 10 kHz to 10 MHz and has the ability to image across the entire frequency range in both single-and multiplane configurations is developed.
References
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Book

The Mathematical Theory of Finite Element Methods

TL;DR: In this article, the construction of a finite element of space in Sobolev spaces has been studied in the context of operator-interpolation theory in n-dimensional variational problems.
Book

Rank-Deficient and Discrete Ill-Posed Problems: Numerical Aspects of Linear Inversion

TL;DR: In this article, the authors present a survey of regularization tools for rank-deficient problems and problems with ill-conditioned and inverse problems, as well as a comparison of the methods in action.
Journal ArticleDOI

Existence and uniqueness for electrode models for electric current computed tomography

TL;DR: Cheng et al. as mentioned in this paper proposed a model that is capable of predicting the experimentally measured voltages to within 0.1 percent of the observed voltages, and proved the existence and uniqueness of the associated electrical potential.
Journal ArticleDOI

Electrode models for electric current computed tomography

TL;DR: The complete electrode model, which includes the effects of discretization of the current pattern, the shunt effect due to the highly conductive electrode material, and the effect of an effective contact impedance, allows calculation of the voltages due to any current pattern applied to a homogeneous resistivity field.
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