DocumentCode
1333789
Title
Some physiologically meaningful features obtained from the vectorcardiography
Author
Abeysekera, R.M.S.S.
Author_Institution
Western Australia Univ., Perth, WA, Australia
Volume
10
Issue
3
fYear
1991
Firstpage
58
Lastpage
63
Abstract
The nature of the information provided by the vectorcardiograph (VCG) is described, and the use of Fourier descriptors in VCG classification is discussed. The Fourier transform relation of the VCG loop, cardiac axis determination from Fourier descriptors, and PVC screening using Fourier descriptors are considered. To demonstrate the usefulness of the features discussed as a feature set for the classification process, two different data sets from the MIT/BIH database are serially analysed. The use of Fourier descriptors in 2-D template matching is also discussed.<>
Keywords
Fourier transforms; electrocardiography; physiology; vectors; 2D template matching; Fourier descriptors; Fourier transform; MIT/BIH database; cardiac axis determination; classification process; physiologically meaningful features; vectorcardiography; Biological system modeling; Displays; Electrocardiography; Electrodes; Heart; Humans; Mathematical model; Principal component analysis; Thyristors; Torso;
fLanguage
English
Journal_Title
Engineering in Medicine and Biology Magazine, IEEE
Publisher
ieee
ISSN
0739-5175
Type
jour
DOI
10.1109/51.84192
Filename
84192
Link To Document