DocumentCode
2356905
Title
Morphological descriptors based on Eigen value decomposition for P-wave analysis
Author
Castells, F. ; Lorenz, J. ; Climent, AM ; Guillem, Maria S. ; Husser, D. ; Bollmann, A. ; Millet, J.
Author_Institution
Univ. Politec. de Valencia, Valencia
fYear
2008
fDate
14-17 Sept. 2008
Firstpage
245
Lastpage
248
Abstract
In this study, several morphological parameters to assess the P-wave from the surface electrocardiogram are proposed and analysed. In order to evaluate spatial features, two parameters are defined: P-wave complexity and P-wave residuum. Additionally, in order to evaluate beat to beat features, the P-wave regularity is defined. All three parameters are computed from the eigenvalue decomposition of the original data, and were applied on patients who suffered from either dilated or ischemic cardiomyopathy. The results showed that both the P-wave complexity and P-wave regularity are able to find and emphasize interpatient differences, whereas the results of P-wave residuum where rather similar for all patients.
Keywords
diseases; eigenvalues and eigenfunctions; electrocardiography; medical signal processing; ECG signal preprocessing; P-wave analysis; P-wave complexity; P-wave regularity; P-wave residuum; eigen value decomposition; ischemic cardiomyopathy; morphological descriptor; spatial features; surface electrocardiogram; Cardiology; Data mining; Eigenvalues and eigenfunctions; Electrocardiography; Feature extraction; Rhythm; Risk analysis; Robustness; Surface morphology; Surgery;
fLanguage
English
Publisher
ieee
Conference_Titel
Computers in Cardiology, 2008
Conference_Location
Bologna
ISSN
0276-6547
Print_ISBN
978-1-4244-3706-1
Type
conf
DOI
10.1109/CIC.2008.4749023
Filename
4749023
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