DocumentCode :
380452
Title :
Application of lead field theory and computerized thorax modeling for the ECG inverse problem
Author :
Puurtinen, H.G. ; Hyttinen, J. ; Kauppinen, P. ; Takano, N. ; Laarne, P. ; Malmivuo, J.
Author_Institution :
Ragnar Granit Inst., Tampere Univ. of Technol., Finland
Volume :
1
fYear :
2001
fDate :
2001
Firstpage :
363
Abstract :
The ECG inverse problem is a widely studied area, and several different approaches have been used to solve it. The present study introduces the reciprocally calculated lead field concept for solving the ECG inverse problem. The lead field approach based. on the reciprocity theorem provides a procedure to calculate the computationally heavy forward problem by a single solution for each ECG lead. In this study, one anatomically detailed 3D FDM model of the human thorax as a volume conductor was employed for forward and inverse estimation of ECG potentials and cardiac sources, respectively. Several equivalent dipole sources were set into the cardiac muscle and the surface potential distributions applying 12, 24, 32, 64, and 120-lead ECG electrode configurations were computed. The inverse problem was solved in order to localize the dipoles based on the information obtained from the simulated ECG recordings and the characteristics of the volume conductor. The dipole localization errors ranged from 2 to 5 mm depending on the number of electrodes. Thus, the lead field method appears to be applicable for the solution of the ECG inverse problem.
Keywords :
biomedical electrodes; electrocardiography; inverse problems; medical signal processing; physiological models; ECG electrode configurations; ECG inverse problem; ECG potentials; anatomically detailed 3D FDM model; cardiac muscle; cardiac sources; computationally heavy forward problem; computerized thorax modeling; dipole localization errors; dipoles; equivalent dipole sources; forward estimation; human thorax; inverse estimation; lead field theory; number of electrodes; reciprocally calculated lead field concept; reciprocity theorem; simulated ECG recordings; single solution; surface potential distributions; volume conductor; Application software; Computational modeling; Conductors; Distributed computing; Electrocardiography; Electrodes; Humans; Inverse problems; Muscles; Thorax;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
ISSN :
1094-687X
Print_ISBN :
0-7803-7211-5
Type :
conf
DOI :
10.1109/IEMBS.2001.1018935
Filename :
1018935
Link To Document :
بازگشت