DocumentCode
3538243
Title
Studies of localization of the ventricular preexcitation accessory pathway using heart model parameter optimization
Author
Li, Guanglin ; Xia, Ling ; Lu, WeiXue
Author_Institution
Zhejiang Univ., China
fYear
1997
fDate
7-10 Sep 1997
Firstpage
25
Lastpage
28
Abstract
The authors propose an approach to solve the electrocardiography (ECG) inverse problem in terms of heart model parameters. In this new method, a priori knowledge is used to limit the searching space of heart model parameters and the matching criteria are of vital importance. Here, the authors discuss the relations between the sites of ventricular preexcitation accessory pathways (AP) and the body surface potential maps (BSPMs) in detail based on the heart model. The results show that 3 features are of importance, i.e., (1) the minimum sites in BSPMs, (2) the correlation coefficients between BSPMs of the different AP sites, and (3) the areas (or lead number) of the negative and low-level positive potentials in BSPMs, are sensitive to the AP sites and relatively insensitive to different patients. Experimental results show that the resolutions of these characteristic parameters of BSPMs to recognize the AP site are 5-7 myocardial elements (MEs), 3-4 MEs and 1-3 MEs of the heart model, respectively. Using these characteristic parameters, 3 objective functions and the mathematical model of the optimization system were developed. The optimization algorithm is also described briefly. The experimental results indicate that this new approach to the ECG inverse problem is both feasible and efficient, and the localization accuracy can be obtained to be less than 3 myocardial elements (<4.5 mm) of the heart model
Keywords
electrocardiography; inverse problems; medical signal processing; optimisation; physiological models; a priori knowledge; characteristic parameters; correlation coefficients; electrodiagnostics; heart model parameter optimization; matching criteria; mathematical model; objective functions; optimization algorithm; searching space limitation; ventricular preexcitation accessory pathway localization; Biomedical engineering; Cardiac disease; Character recognition; Electrocardiography; Heart; Inverse problems; Mathematical model; Myocardium; Spatial resolution; Stability;
fLanguage
English
Publisher
ieee
Conference_Titel
Computers in Cardiology 1997
Conference_Location
Lund
ISSN
0276-6547
Print_ISBN
0-7803-4445-6
Type
conf
DOI
10.1109/CIC.1997.647818
Filename
647818
Link To Document