DocumentCode
3237926
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
fYear
2007
fDate
1-4 July 2007
Firstpage
155
Lastpage
158
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/ICDSP.2007.4288542
Filename
4288542
Link To Document