Title :
Dynamics of Diastolic Sounds Caused by Partially Occluded Coronary Arteries
Author :
Akay, M. ; Akay, Yasemin M. ; Gauthier, Dominique ; Paden, Robert G. ; Pavlicek, William ; Fortuin, F. David ; Sweeney, John P. ; Lee, Richard W.
Author_Institution :
Harrington Dept. of Bioeng., Arizona State Univ., Tempe, AZ
Abstract :
The aim of this project is to improve the detection of coronary occlusions using an approach based on the recording and analysis of isolated diastolic heart sounds associated with turbulent blood flow in occluded coronary arteries. The nonlinear dynamic analysis method based on approximate entropy has been proposed for the analysis of diastolic heart sounds. A commercially available electronic stethoscope was used to record the diastolic heart sounds from patients diagnosed with or without coronary artery disease (CAD) based on their coronary angiography examination. The nonlinear dynamical analysis (approximate entropy) measures of the diastolic heart sounds recorded from 30 patients with coronary occlusions and ten normal subjects were estimated. Results suggest the presence of the high nonlinear (approximate entropy) values of diastolic heart sounds associated with CAD ( p < 0.05). This approach led to a sensitivity of 77%, a specificity of 80%, and an overall accuracy of 78%. As a summary, 23 out of 30 abnormal patients and eight out of ten normal patients were correctly detected.
Keywords :
angiocardiography; haemodynamics; patient diagnosis; coronary angiography; diastolic sounds; electronic stethoscope; entropy; isolated diastolic heart sounds; nonlinear dynamic analysis method; nonlinear dynamical analysis; partially occluded coronary arteries; patient diagnosis; turbulent blood flow; Angiography; Arteries; Blood flow; Cardiac disease; Cardiovascular diseases; Computed tomography; Coronary arteriosclerosis; Entropy; Heart; Optical imaging; Stress; Testing; Approximate entropy; coronary artery disease (CAD); nonlinear dynamics analysis; Coronary Artery Disease; Coronary Occlusion; Coronary Vessels; Diagnostic Errors; Electronics, Medical; Heart Auscultation; Heart Murmurs; Humans; Nonlinear Dynamics; Sensitivity and Specificity; Stethoscopes;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2008.2003098