纳米包膜造影微泡的小波检测技术研究
Detection of ultrasound contrast agent microbubble with constructed bubble wavelet
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摘要: 用小波变换的方法检测人体组织的微小血流灌注包膜造影微泡回波。结合超声造影剂微泡振动的物理模型,构造了不同外加声场条件下的气泡小波,对原始信号进行小波变换,将变换后得到的小波系数分离;进而从微小血流灌注组织杂波中检测出造影剂微泡回波信号。心肌条件下的计算机模拟以及对灌注组织的仿体实验结果表明:与普通母小波相比,基于气泡振动模型的小波,因为是通过理论模型构造所得,已先验表征了造影剂微泡在声场中的回波特性,因此与实验中产生的回波信号具有更为紧密的相关性,从而经小波变换后,造影剂微泡回波信号与组织杂波产生了更高强度的信噪比,及更明显的可分离和对比效果。同时,构造了一个完备的母小波函数库,进一步提高了本方法的适用性以及健壮性。Abstract: To detect the echo irradiated by microbubble out from the signal reflected by surrounding tissues, a mother wavelet named bubble wavelet according to the modified Herring oscillation equation was constructed and then applied to the original ultrasound radio frequency signal to perform the wavelet transformation.The transformed wavelet coefficients were extracted by selected threshold values to differentiate the echo of microbubble from signal of surround tissues. The effect of bubble wavelet was compared with other three commonly used mother wavelets by computer simulation and phantom experiment. The results demonstrated that there existed a highly correlation between the bubble wavelet and the experimental echo irradiated by microbubble because bubble wavelet had represented the dynamics of microbubble in advance. Furthermore, the wavelet transform results showed a better signal-noise-ratio and a sharper contrast between the echo of microbubble and the signal of sourrounding tissues. Finally, constructing an overall mother wavelet library can improve the applicability and robustness of this detection method.