Multifrequency Electrical Impedance Tomography Using Spectral Constraints

被引:81
作者
Malone, Emma [1 ]
dos Santos, Gustavo Sato [1 ]
Holder, David [1 ]
Arridge, Simon [2 ]
机构
[1] UCL, Dept Med Phys & Bioengn, London WC1E 6BT, England
[2] UCL, Dept Comp Sci, London WC1E 6BT, England
基金
英国医学研究理事会;
关键词
Electrical impedance tomography (EIT); image reconstruction-iterative; inverse methods; RECONSTRUCTION ALGORITHMS; HUMAN HEAD; EIT; DIFFERENCE; STROKE; CALIBRATION; VALIDATION; IMAGES; ERRORS; SYSTEM;
D O I
10.1109/TMI.2013.2284966
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Multifrequency electrical impedance tomography (MFEIT) exploits the dependence of tissue impedance on frequency to recover an image of conductivity. MFEIT could provide emergency diagnosis of pathologies such as acute stroke, brain injury and breast cancer. We present a method for performing MFEIT using spectral constraints. Boundary voltage data is employed directly to reconstruct the volume fraction distribution of component tissues using a nonlinear method. Given that the reconstructed parameter is frequency independent, this approach allows for the simultaneous use of all multifrequency data, thus reducing the degrees of freedom of the reconstruction problem. Furthermore, this method allows for the use of frequency difference data in a nonlinear reconstruction algorithm. Results from empirical phantom measurements suggest that our fraction reconstruction method points to a new direction for the development of multifrequency EIT algorithms in the case that the spectral constraints are known, and may provide a unifying framework for static EIT imaging.
引用
收藏
页码:340 / 350
页数:11
相关论文
共 22 条
[1]   Validation of weighted frequency-difference EIT using a three-dimensional hemisphere model and phantom [J].
Ahn, Sujin ;
Oh, Tong In ;
Jun, Sung Chan ;
Seo, Jin Keun ;
Woo, Eung Je .
PHYSIOLOGICAL MEASUREMENT, 2011, 32 (10) :1663-1680
[2]  
[Anonymous], 1999, SPRINGER SCI
[3]  
[Anonymous], 2002, Algorithms for Minimization Without Derivatives
[4]   MEASURED AND EXPECTED COLE PARAMETERS FROM ELECTRICAL-IMPEDANCE TOMOGRAPHIC SPECTROSCOPY IMAGES OF THE HUMAN THORAX [J].
BROWN, BH ;
LEATHARD, AD ;
LU, L ;
WANG, W ;
HAMPSHIRE, A .
PHYSIOLOGICAL MEASUREMENT, 1995, 16 :A57-A67
[5]   Diffuse optical tomography with spectral constraints and wavelength optimization [J].
Corlu, A ;
Choe, R ;
Durduran, T ;
Lee, K ;
Schweiger, M ;
Arridge, SR ;
Hillman, EMC ;
Yodh, AG .
APPLIED OPTICS, 2005, 44 (11) :2082-2093
[6]   An electrode addressing protocol for imaging brain function with electrical impedance tomography using a 16-channel semi-parallel system [J].
Fabrizi, L. ;
McEwan, A. ;
Oh, T. ;
Woo, E. J. ;
Holder, D. S. .
PHYSIOLOGICAL MEASUREMENT, 2009, 30 (06) :S85-S101
[7]   MULTIFREQUENCY AND PARAMETRIC EIT IMAGES OF NEONATAL LUNGS [J].
HAMPSHIRE, AR ;
SMALLWOOD, RH ;
BROWN, BH ;
PRIMHAK, RA .
PHYSIOLOGICAL MEASUREMENT, 1995, 16 :A175-A189
[8]  
Hansen C., 1993, SIAM J SCI COMPUT, V14, P1487, DOI DOI 10.1137/0914086
[9]   THE MODIFIED TRUNCATED SVD METHOD FOR REGULARIZATION IN GENERAL-FORM [J].
HANSEN, PC ;
SEKII, T ;
SHIBAHASHI, H .
SIAM JOURNAL ON SCIENTIFIC AND STATISTICAL COMPUTING, 1992, 13 (05) :1142-1150
[10]  
Horesh L, 2007, IFMBE PROC, V14, P3862