Dynamics of Diastolic Sounds Caused by Partially Occluded Coronary Arteries

被引:42
作者
Akay, Metin [1 ]
Akay, Yasemin A. [1 ]
Gauthier, Dominique [1 ]
Paden, Robert G. [2 ]
Pavlicek, William [2 ]
Fortuin, F. David [3 ]
Sweeney, John P. [3 ]
Lee, Richard W. [3 ]
机构
[1] Arizona State Univ, Ira Fulton Sch Engn, Harrington Dept Bioengn, Tempe, AZ 85287 USA
[2] Mayo Clin Arizona, Dept Radiol, Phoenix, AZ 85054 USA
[3] Mayo Clin Arizona, Dept Cardiol, Phoenix, AZ 85054 USA
基金
美国国家科学基金会;
关键词
Approximate entropy; coronary artery disease (CAD); nonlinear dynamics analysis; NONINVASIVE DETECTION; DISEASE; STENOSES; MURMUR; PHONOANGIOGRAPHY; ANGIOPLASTY; SIGNALS; BRAIN; EEG;
D O I
10.1109/TBME.2008.2003098
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
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.
引用
收藏
页码:513 / 517
页数:5
相关论文
共 29 条
  • [1] ALL-NIGHT SLEEP EEG AND ARTIFICIAL STOCHASTIC-CONTROL SIGNALS HAVE SIMILAR CORRELATION DIMENSIONS
    ACHERMANN, P
    HARTMANN, R
    GUNZINGER, A
    GUGGENBUHL, W
    BORBELY, AA
    [J]. ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1994, 90 (05): : 384 - 387
  • [2] Wavelet applications in medicine
    Akay, M
    [J]. IEEE SPECTRUM, 1997, 34 (05) : 50 - 56
  • [3] Effects of maternal alcohol intake on fractal properties in human fetal breathing dynamics
    Akay, M
    Mulder, EJH
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1998, 45 (09) : 1097 - 1103
  • [4] NONINVASIVE DETECTION OF CORONARY STENOSES BEFORE AND AFTER ANGIOPLASTY USING EIGENVECTOR METHODS
    AKAY, M
    SEMMLOW, JL
    WELKOWITZ, W
    BAUER, MD
    KOSTIS, JB
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1990, 37 (11) : 1095 - 1104
  • [5] DETECTION OF CORONARY OCCLUSIONS USING AUTOREGRESSIVE MODELING OF DIASTOLIC HEART SOUNDS
    AKAY, M
    SEMMLOW, JL
    WELKOWITZ, W
    BAUER, MD
    KOSTIS, JB
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1990, 37 (04) : 366 - 373
  • [6] AKAY M, 1991, MED BIOL ENG COMPUT, V29, P1
  • [7] AKAY M, 1990, THESIS RUTGERS U PIS
  • [8] AKAY M, 1988, P ANN INT C IEEE ENG, V1, P257
  • [9] DIASTOLIC MURMUR CAUSED BY CORONARY ARTERY STENOSIS
    CHENG, TO
    [J]. ANNALS OF INTERNAL MEDICINE, 1970, 72 (04) : 543 - +
  • [10] A DIASTOLIC MURMUR ARISING IN A STENOSED CORONARY ARTERY
    DOCK, W
    ZONERAICH, S
    [J]. AMERICAN JOURNAL OF MEDICINE, 1967, 42 (04) : 617 - +