COMPUTER EVALUATION OF DOPPLER SPECTRAL ENVELOPE AREA IN PATIENTS HAVING A VALVULAR AORTIC-STENOSIS

被引:14
作者
CLOUTIER, G
LEMIRE, F
DURAND, LG
LATOUR, Y
LANGLOIS, YE
机构
[1] UNIV MONTREAL,ECOLE POLYTECH,INST BIOMED ENGN,MONTREAL H3C 3J7,QUEBEC,CANADA
[2] UNIV MONTREAL,MONTREAL HOSP,HOTEL DIEU,DIV CARDIOL,MONTREAL H3C 3J7,QUEBEC,CANADA
[3] UNIV MONTREAL,MONTREAL HOSP,HOTEL DIEU,DIV CARDIOVASC SURG,MONTREAL H3C 3J7,QUEBEC,CANADA
基金
加拿大自然科学与工程研究理事会;
关键词
Background noise level estimation; Continuity equation; Digital signal processing; Doppler ultrasound spectrum; Maximal frequency contour; Minimal frequency contour; Spectral envelope area; Systolic velocity integral;
D O I
10.1016/0301-5629(90)90004-V
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
The reliability of three algorithms to estimate the maximal and minimal frequency contours of Doppler spectrograms was evaluated in a group of 48 patients. Two algorithms had previously been used in the literature. These are the Modified Threshold Crossing Method and the Hybrid method. The third algorithm is new and is the Maximal Background Noise Threshold Crossing Method. A new approach was also proposed in the present study to estimate the background noise level of Doppler spectrograms. This level was used as a threshold in the computation of the spectral envelopes. Two diagnostic spectral parameters (the spectral envelope area and the systolic velocity integral) extracted from Doppler spectrograms recorded in the left ventricular outflow tract were also evaluated and tested to discriminate between 23 patients having no aortic pressure gradient and 25 patients with a stenotic aortic valve. Results describe the influence of the threshold level used in the Modified Threshold Crossing Method and the Hybrid method on the variability of the spectral contours. It is clearly demonstrated that the variability of minimal frequency contours is higher than that of maximal frequency contours. All three algorithms provided similar diagnostic performances with the spectral envelope area (71% to 73% of correct classifications) while the Maximal Background Noise Threshold Crossing Method and the Hybrid method provided the best results for the systolic velocity integral (69% of correct classifications). Because the systolic velocity integral combined with the continuity equation is used in the literature to evaluate noninvasively the aortic valve area, these results suggest the use of the spectral envelope area instead of the systolic velocity integral. © 1990.
引用
收藏
页码:247 / 260
页数:14
相关论文
共 29 条
[21]   A NEW AND SIMPLE METHOD TO MEASURE MAXIMAL AORTIC-VALVE PRESSURE-GRADIENTS BY DOPPLER ECHOCARDIOGRAPHY [J].
PENN, IM ;
DUMESNIL, JG .
AMERICAN JOURNAL OF CARDIOLOGY, 1988, 61 (04) :382-385
[22]   TIME-FREQUENCY REPRESENTATION OF DIGITAL SIGNALS AND SYSTEMS BASED ON SHORT-TIME FOURIER-ANALYSIS [J].
PORTNOFF, MR .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1980, 28 (01) :55-69
[23]   NON-INVASIVE DIAGNOSIS OF AORTIC AND MITRAL-VALVE DISEASE WITH PULSED-DOPPLER SPECTRAL-ANALYSIS [J].
RICHARDS, KL ;
CANNON, SR ;
CRAWFORD, MH ;
SORENSEN, SG .
AMERICAN JOURNAL OF CARDIOLOGY, 1983, 51 (07) :1122-1127
[24]   QUANTIFICATION OF PRESSURE-GRADIENTS ACROSS STENOTIC VALVES BY DOPPLER ULTRASOUND [J].
STAMM, RB ;
MARTIN, RP .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 1983, 2 (04) :707-718
[25]  
Tou J.T., 1974, PATTERN RECOGNITION
[26]   BIBLIOGRAPHY ON ESTIMATION OF MISCLASSIFICATION [J].
TOUSSAINT, GT .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1974, 20 (04) :472-479
[27]   LIMITATIONS OF DOPPLER SPECTRAL BROADENING IN THE EARLY DETECTION OF CAROTID-ARTERY DISEASE DUE TO THE SIZE OF THE SAMPLE VOLUME [J].
VANMERODE, T ;
HICK, P ;
HOEKS, APG ;
RENEMAN, RS .
ULTRASOUND IN MEDICINE AND BIOLOGY, 1983, 9 (06) :581-586
[28]   ACCURATE NONINVASIVE QUANTIFICATION OF STENOTIC AORTIC-VALVE AREA BY DOPPLER ECHOCARDIOGRAPHY [J].
ZOGHBI, WA ;
FARMER, KL ;
SOTO, JG ;
NELSON, JG ;
QUINONES, MA .
CIRCULATION, 1986, 73 (03) :452-459
[29]  
ZOGHBI WA, 1988, REV CARDIOVASCULAR U, V5, P23