Title :
The Complete Electrode Model For Imaging and Electrode Contact Compensation in Electrical Impedance Tomography
Author :
Boverman, G. ; Bong Seok Kim ; Isaacson, D. ; Newell, J.C.
Author_Institution :
Rensselaer Polytech. Inst., Troy
Abstract :
Electrical impedance tomography (EIT) is an imaging modality which currently shows promise for the detection and characterization of breast cancer. A very significant problem in EIT imaging is the proper modeling of the interface between the body and the electrodes. We have found empirically that it is very difficult, in a clinical setting, to assure that all electrodes make satisfactory contact with the body. In addition, we have observed a capacitive effect at skin/electrode boundary that is spatially heterogeneous. To compensate for these problems, we have developed a hybrid nonlinear-linear reconstruction algorithm in which we first estimate electrode surface impedances, using a Newton-type iterative optimization procedure with an analytically computed Jacobian matrix. We subsequently make use of a linearized algorithm to perform a three-dimensional reconstruction of perturbations in both contact impedances and in the spatial distributions of conductivity and permittivity. Results show that, using this procedure, artifacts due to electrodes making poor contact can be greatly reduced.
Keywords :
biomedical electrodes; cancer; electric impedance imaging; image reconstruction; iterative methods; medical image processing; surface impedance; tumours; Jacobian matrix; Newton-type iterative optimization procedure; breast cancer detection; complete electrode model; contact impedance; electrical impedance tomography; electrode contact compensation; electrode surface impedance; hybrid nonlinear-linear reconstruction algorithm; spatial distribution; three-dimensional reconstruction; Algorithm design and analysis; Breast cancer; Cancer detection; Contacts; Electrodes; Reconstruction algorithms; Skin; Surface impedance; Surface reconstruction; Tomography; Computer Simulation; Electric Impedance; Electrodes; Equipment Design; Equipment Failure Analysis; Models, Biological; Plethysmography, Impedance; Reproducibility of Results; Sensitivity and Specificity; Surface Properties; Tomography;
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
Print_ISBN :
978-1-4244-0787-3
DOI :
10.1109/IEMBS.2007.4353076