Title :
Detection of ischaemic cardiopathy analysing 2D-echograms
Author :
Nagy, László ; Nagy, Emese
Author_Institution :
Dept. of Control Eng. & Inf. Technol., Tech. Univ. Budapest, Hungary
Abstract :
Echocardiography is one of the main methods used in the confirmation of the cardiac muscle damage due to coronary artery disease and the complications of the illness, but it also helps to separate other kind of causes which can produce similar effects. The obstructive coronary injuries have repercussions mostly on the left ventricle, producing changes on wall-contractility, the shape of the cavity and also changes on the ventricle´s function. Experience shows that right ventricle effects are rare and they are difficult to examine by using echocardiography. This study is focused on the analysis of two-dimensional echocardiograms of the left ventricle. Ischaemic cardiopathy causes modifications in the contractility of the affected myocardial region or regions, sometimes even the whole ventricle. The main steps of the proposed off-line method are: the enhancement of the images to emphasize the heterogeneous regions and to smooth the homogeneous ones, the extraction of the cavity´s contour by using the active contour model (snakes) and then the examination of the found contour´s motion. This motion is followed during at least a complete heart cycle when the hypokinetic, hyperkinetic and akinetic regions can be highlighted. Due to the poor quality of the echocardiograms the results do not have a quantitative representation. Geometrical information of the left ventricle (dimensions. areas, volumes) are provided but the most important achievement is a color interpretation of the contractile rate of the ventricle
Keywords :
diseases; echocardiography; edge detection; feature extraction; image enhancement; image motion analysis; medical image processing; 2D-echograms analysis; active contour model; affected myocardial region contractility; akinetic regions; cavity contour extraction; color interpretation; heterogeneous regions emphasis; hyperkinetic regions; hypokinetic regions; ischaemic cardiopathy detection; left ventricle geometrical information; medical diagnostic imaging; obstructive coronary injuries; snakes; two-dimensional echocardiograms analysis; ventricle contractile rate; whole ventricle; Acoustic noise; Active contours; Arteries; Cardiac disease; Cause effect analysis; Echocardiography; Heart; Injuries; Muscles; Shape;
Conference_Titel :
Engineering in Medicine and Biology Society, 2000. Proceedings of the 22nd Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
Print_ISBN :
0-7803-6465-1
DOI :
10.1109/IEMBS.2000.900797