Title :
New Vectorcardiographic non-planarity measure of T-wave loop improves separation between healthy subjects and myocardial infarction patients
Author :
Karsikas, Mari ; Noponen, Kai ; Huikuri, Heikki ; Seppänen, Tapio
Author_Institution :
Dept. Electr. & Inf. Eng., Univ. of Oulu, Oulu, Finland
Abstract :
Principal component analysis of vectorcardiographic T-wave loop has been shown to be a potential tool to describe the abnormality of the cardiac repolarization and to predict cardiac events in patients with cardiac disease. In this paper a new method for estimating the non-planarity of the T-wave loop is introduced and tested with healthy subjects and subjects with anterior or inferior myocardial infarction. The method is based on the resamping of T-wave data points with respect to the arc-length, the total least squares plane fitting, the identifying and reordering of the fitted axes, and decomposing the optimal rotation matrix. A recently published related measure, PCA3, was used for comparison purposes. The results showed that the non-planarity of T-wave loop increased significantly in patients with myocardial infarction compared to the healthy group. The new method separated healthy and patient groups with p-value 0.002 while PCA3 only with p-value 0.075. The new method was superior to PCA3 in separating the healthy patients from both infarction types.
Keywords :
biochemistry; cardiology; cellular biophysics; decomposition; diseases; patient diagnosis; principal component analysis; T-wave loop; cardiac disease; cardiac repolarization; decomposition; myocardial infarction patients; optimal rotation matrix; principal component analysis; total least squares plane fitting; vectorcardiographic nonplanarity measure; Case-Control Studies; Electrocardiography; Humans; Myocardial Infarction;
Conference_Titel :
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4244-3296-7
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2009.5333094