DocumentCode
3629718
Title
PVC scalogram detection using neural network
Author
Ana Gavrovska;Dubravka Jevtic
Author_Institution
Faculty of Electrical Engineering, University of Belgrade, Serbia
fYear
2008
Firstpage
161
Lastpage
164
Abstract
This paper defines pattern matching using backpropagation neural network for detection of Premature Ventricular Complexes in electrocardiograms. Scalograms using continuous wavelet transformation proved to be a powerful tool in morphological recognition of the segments. Total segment overlapping is also presented as a convenient method for classifying normal and odd intervals. It can be helpful not only in interval segmentation for making patterns, but also as a visualization tool.
Keywords
"Neural networks","Electrocardiography","Pattern matching","Backpropagation","Heart rate variability","Wavelet analysis","Continuous wavelet transforms","Time frequency analysis","Visualization","Cardiac disease"
Publisher
ieee
Conference_Titel
Neural Network Applications in Electrical Engineering, 2008. NEUREL 2008. 9th Symposium on
Print_ISBN
978-1-4244-2903-5
Type
conf
DOI
10.1109/NEUREL.2008.4685600
Filename
4685600
Link To Document