An Application of Pattern Recognition to Echocardiography

Pattern classification methodology has been applied to echocardiography. Utilizing discriminative features generated by Fourier analysis, anterior mitral leaflet waveforms associated with the normal, mitral stenosis, mitral valve prolapse, and idiopathic hypertrophic subaortic stenosis cardiac condi...

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Bibliographic Details
Published in:IEEE transactions on systems, man, and cybernetics man, and cybernetics, 1978-01, Vol.8 (2), p.81-86
Main Authors: Raeside, David E., Chu, Wei-Kom
Format: Article
Language:English
Subjects:
Acoustic measurements
Echocardiography
Heart
Impedance
Pattern analysis
Pattern classification
Pattern recognition
Ultrasonic imaging
Valves
Velocity measurement
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Summary:Pattern classification methodology has been applied to echocardiography. Utilizing discriminative features generated by Fourier analysis, anterior mitral leaflet waveforms associated with the normal, mitral stenosis, mitral valve prolapse, and idiopathic hypertrophic subaortic stenosis cardiac conditions have been classified in a manner which is unambiguous and which lends itself easily to present day automated technology.
ISSN:0018-9472
2168-2909
DOI:10.1109/TSMC.1978.4309904