Title :
Echocardiographical Sequence Analysis for the Diagnosis of Heart Wall Damage
Author :
Ahanathapillai, V. ; Soraghan, J.J. ; Hamilton, D.J. ; Morison, G.
Author_Institution :
Univ. of Strathclyde, Glasgow
Abstract :
Abnormality in the heart wall motion, caused by common cardiac problems (such as cardiomyopathy, coronary artery diseases, and myocardial ischemia) could eventually lead to complications such as heart failure or heart attack. Various cardiac images can be used to identify such wall motion abnormality and help diagnose the possible presence of damaged tissue in the heart wall. In this paper, an Independent Component Analysis (ICA) technique based system is proposed to diagnose the abnormality in the heart wall. Results clearly indicate that such feature extraction technique could be used effectively to diagnose cardiac problems at an early stage.
Keywords :
cardiovascular system; diseases; echocardiography; cardiac images; cardiomyopathy; coronary artery diseases; damaged tissue; echocardiographical sequence analysis; feature extraction technique; heart attack; heart failure; heart wall damage diagnosis; heart wall motion; independent component analysis; myocardial ischemia; Heart; Echocardiography; Heart disease; Independent Component Analysis (ICA); Principal Component Analysis (PCA); Wall motion abnormality;
Conference_Titel :
Digital Signal Processing, 2007 15th International Conference on
Conference_Location :
Cardiff
Print_ISBN :
1-4244-0882-2
Electronic_ISBN :
1-4244-0882-2
DOI :
10.1109/ICDSP.2007.4288542