Title :
PVC scalogram detection using neural network
Author :
Ana Gavrovska;Dubravka Jevtic
Author_Institution :
Faculty of Electrical Engineering, University of Belgrade, Serbia
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"
Conference_Titel :
Neural Network Applications in Electrical Engineering, 2008. NEUREL 2008. 9th Symposium on
Print_ISBN :
978-1-4244-2903-5
DOI :
10.1109/NEUREL.2008.4685600