DocumentCode
2967753
Title
Spatio-temporal linear expansions for repolarization analysis
Author
Olmos, S. ; Martínez, JP ; Sörnmo, L.
Author_Institution
Electron. Eng. & Commun. Dept., Zaragoza Univ., Spain
fYear
2002
fDate
22-25 Sept. 2002
Firstpage
689
Lastpage
692
Abstract
We propose a multichannel signal model based on linear expansions to analyze cardiac repolarization. Our hypothesis is that a joint spatiotemporal signal description which takes into account both temporal and spatial features provides a more compact signal representation, i.e. the signal energy is packed into a smaller number of coefficients. We also deal with the problem of estimating optimal basis functions in two different situations: when no information of the noise source is available and when the noise statistics is known or estimated from specific signals or intervals, like the TP segment.
Keywords
electrocardiography; medical signal processing; spatiotemporal phenomena; TP segment; cardiac repolarization; joint spatio-temporal signal description; linear expansions; multichannel signal model; noise statistics; optimal basis functions; signal representation; spatio-temporal linear expansions; Electrocardiography; Ischemic pain; Level measurement; Matrix decomposition; Myocardium; Noise measurement; Signal analysis; Signal representations; Signal to noise ratio; Statistics;
fLanguage
English
Publisher
ieee
Conference_Titel
Computers in Cardiology, 2002
ISSN
0276-6547
Print_ISBN
0-7803-7735-4
Type
conf
DOI
10.1109/CIC.2002.1166866
Filename
1166866
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