Akay M, Akay Y M, Welkowitz W, Lewkowicz S
Department of Biomedical Engineering, Rutgers University, Piscataway, NJ 08855.
IEEE Trans Biomed Eng. 1994 Oct;41(10):921-8. doi: 10.1109/10.324523.
In this study, the effects of vasodilator drugs on the turbulent sound generation mechanisms during femoral artery stenoses were investigated using the wavelet analysis of the turbulent sounds to characterize these sounds before and after the injection of vasodilator drugs. Results showed that the injection of drugs drastically improved the diagnostic performance of the turbulent sounds in detecting stenoses by increasing the signal-to-noise ratio of the sounds. Results also suggested that the sound above 250 Hz was drastically increased in response to the injection of the vasodilator drug for the partially occluded cases. The turbulence sounds caused by partially occluded femoral arteries are directly related to the slope of baseline of blood flow and to the velocity of the flow. For the 0% occlusion case, initially, sounds were produced with the injection of drugs. However, the sounds totally disappeared when the slope of average blood flow was zero. These results show that the diagnostic performance of diastolic heart sounds associated with occluded arteries can be improved by using vasodilator drugs, which increase the acoustic energy in the first and second wavelet bandwidths due to the turbulence. The short-term Fourier transform (STFT) method was also applied to the same data base. Results using the STFT showed somewhat similar power distributions in that the acoustical power above 250 Hz was increased after the injection of drugs for the occluded cases. However, the WT method provided better time-frequency resolution than the STFT method, showing details of the change in the frequency characteristics with respect to time after the injection of drug.
在本研究中,利用对湍流声音的小波分析来表征注射血管舒张药物前后的声音,从而研究血管舒张药物对股动脉狭窄期间湍流声音产生机制的影响。结果表明,通过提高声音的信噪比,注射药物显著提高了湍流声音在检测狭窄方面的诊断性能。结果还表明,对于部分闭塞的病例,注射血管舒张药物后,250Hz以上的声音显著增加。股动脉部分闭塞引起的湍流声音与血流基线斜率和流速直接相关。对于0%闭塞的病例,最初,注射药物时会产生声音。然而,当平均血流斜率为零时,声音完全消失。这些结果表明,使用血管舒张药物可以提高与闭塞动脉相关的舒张期心音的诊断性能,由于湍流,血管舒张药物会增加第一和第二小波带宽中的声能。短期傅里叶变换(STFT)方法也应用于相同的数据库。使用STFT的结果显示出有些相似的功率分布,即对于闭塞病例,注射药物后250Hz以上的声学功率增加。然而,小波变换(WT)方法比STFT方法提供了更好的时频分辨率,显示了注射药物后频率特性随时间变化的细节。