DocumentCode
941609
Title
Computing the size and location of myocardial ischemia using measurements of ST-segment shift
Author
MacLachlan, Mary C. ; Nielsen, Bjørn Fredrik ; Lysaker, Marius ; Tveito, Aslak
Author_Institution
Simula Res. Lab., Lysaker, Norway
Volume
53
Issue
6
fYear
2006
fDate
6/1/2006 12:00:00 AM
Firstpage
1024
Lastpage
1031
Abstract
It is well known that the presence of myocardial ischemiastract can be observed as a shift in the ST segment of an electrocardiogram (ECG) recording. The question we address in this paper is whether or not ST shift can be used to compute approximations of the size and location of the ischemic region. We begin by investigating a cost functional (measuring the difference between synthetic recorded data and simulated values of ST shift) for a parameter identification problem to locate the ischemic region. We then formulate a more flexible representation of the ischemia using a level set framework and solve the associated minimization problem for the size and position of the ischemia. We apply this framework to a set of ECG data generated by the Bidomain model using the cell model of Winslow et al. Based on this data, we show that values of ST shift recorded at the body surface are capable of identifying the position and (roughly) the size of the ischemia.
Keywords
electrocardiography; medical signal processing; minimisation; parameter estimation; ECG; ST-segment shift; bidomain model; electrocardiogram; level set framework; minimization problem; myocardial ischemia location; myocardial ischemia size; parameter identification; Computational modeling; Cost function; Electrocardiography; Ischemic pain; Level set; Myocardium; Parameter estimation; Rough surfaces; Size measurement; Surface roughness; Inverse problem; ST-segment shift; level set method; myocardial ischemia; Animals; Arrhythmias, Cardiac; Body Surface Potential Mapping; Computer Simulation; Diagnosis, Computer-Assisted; Electrocardiography; Heart Conduction System; Humans; Models, Cardiovascular; Myocardial Ischemia; Severity of Illness Index;
fLanguage
English
Journal_Title
Biomedical Engineering, IEEE Transactions on
Publisher
ieee
ISSN
0018-9294
Type
jour
DOI
10.1109/TBME.2005.863928
Filename
1634496
Link To Document