DocumentCode
795381
Title
Electromagnetic impedance tomography (EMIT): a new method for impedance imaging
Author
Levy, Shai ; Adam, Dan ; Bresler, Yoram
Author_Institution
Dept. of Bioeng., Technion-Israel Inst. of Technol., Haifa, Israel
Volume
21
Issue
6
fYear
2002
fDate
6/1/2002 12:00:00 AM
Firstpage
676
Lastpage
687
Abstract
We propose a new impedance imaging method, electromagnetic impedance tomography (EMIT), in which the boundary electric potential measurements in electrical impedance tomography (EIT) are augmented by measurements of the exterior magnetic field induced by the currents excited in the object by the standard EIT procedures. These magnetic measurements can be obtained reliably and inexpensively by simple pickup coils located around the imaged cross section. We derive expressions for the forward problem and for the Jacobian of the measurements, and propose an iterative reconstruction algorithm using a squared error cost function. The performance of EMIT and EIT is compared in numerical simulations using a finite-element model for the conductivity distribution of several phantoms. Evaluation of the rank and condition of the Jacobian demonstrates that the additional magnetic measurements provided by a few pickup coils in EMIT turn an underdetermined EIT problem into a well-posed one with reasonable condition, or significantly improve the conditioning of the EIT problem when it is already fully determined. Reconstructions of various phantoms reveal that EMIT provides particularly significant visual and quantitative improvement (threefold to tenfold reduction in the root-mean-squared error) in the sensitivity at the center of the object, which is the area most difficult to image using EIT.
Keywords
electric impedance imaging; finite element analysis; image reconstruction; inverse problems; iterative methods; magnetic field measurement; medical image processing; pick-ups; Jacobian; additional magnetic measurements; electromagnetic impedance tomography; finite-element model; forward problem; impedance imaging method; medical diagnostic imaging; phantoms; root-mean-squared error; simple pickup coils; squared error cost function; underdetermined EIT problem; well-posed problem; Coils; Current measurement; Electric variables measurement; Electromagnetic measurements; Imaging phantoms; Impedance measurement; Jacobian matrices; Magnetic field measurement; Magnetic variables measurement; Tomography; Computer Simulation; Electric Impedance; Electromagnetic Fields; Finite Element Analysis; Heart; Image Enhancement; Lung; Magnetics; Models, Biological; Quality Control; Reproducibility of Results; Sensitivity and Specificity; Tomography;
fLanguage
English
Journal_Title
Medical Imaging, IEEE Transactions on
Publisher
ieee
ISSN
0278-0062
Type
jour
DOI
10.1109/TMI.2002.800573
Filename
1021935
Link To Document