Title :
An Application of Pattern Recognition to Echocardiography
Author :
Raeside, David E. ; Chu, Wei-Kom
Abstract :
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.
Keywords :
Acoustic measurements; Echocardiography; Heart; Impedance; Pattern analysis; Pattern classification; Pattern recognition; Ultrasonic imaging; Valves; Velocity measurement;
Journal_Title :
Systems, Man and Cybernetics, IEEE Transactions on
DOI :
10.1109/TSMC.1978.4309904