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 :
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