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利用来自多个源的反向散射回波来估计传播路径衰减的改进算法。

Improved algorithm for estimation of attenuation along propagation path using backscattered echoes from multiple sources.

机构信息

Department of Electrical and Computer Engineering, Department of Mechanical Engineering, Iowa State University, 2113 Coover Hall, Ames, IA 50011, United States.

出版信息

Ultrasonics. 2010 Apr;50(4-5):496-501. doi: 10.1016/j.ultras.2009.10.011. Epub 2009 Oct 22.

Abstract

Accurately determining the attenuation along the propagation path leading to a region of interest could significantly improve diagnostic ultrasound tissue characterization since tissue characterization requires exact compensation for the frequency-dependent attenuation along the propagation path. In a previous study (JASA, 124:1367, 2008), it was shown that the total attenuation can be determined by using the backscattered echoes from multiple sources. The preliminary computer simulation results, had an average error between -0.3 and +0.2dB/MHz for the cases tested with a trend towards increasing error with increasing correlation length (i.e., characteristic size of the tissue microstructure of the scattering medium) and attenuation along the propagation path. Therefore, the goal of this study was to improve the accuracy of previously derived algorithm and reduce the dependence of the algorithm on correlation length and attenuation. In this study, the previous derivations were redone and the assumptions made by the algorithm regarding the scattering properties of the medium and the shape of the backscattered power spectrum were relaxed. The revised algorithm was then verified using computer simulations of five sources (6, 8, 10, 12, and 14MHz, 50% bandwidth) exposing a homogeneous tissue region. The simulated tissue had microstructure following a Gaussian spatial correlation function (i.e., exp(-0.827(ka(eff))(2)) where k is the wavenumber) with effective radii, a(eff), of 5-55microm (one size per simulated case) placed at a density of 250/mm(3) ( approximately 5 scatterers/resolution cell for 14MHz transducer). The attenuation of the tissue was also varied from 0.1 to 0.9dB/cm-MHz. The computer simulations demonstrated that the modifications significantly improved the accuracy of the algorithm resulting in average errors between -0.04 and 0.1dB/MHz which is three times better than the error performance of the original algorithm.

摘要

准确确定沿传播路径到达感兴趣区域的衰减量可以显著提高诊断超声组织特征描述的准确性,因为组织特征描述需要对传播路径上随频率变化的衰减进行精确补偿。在之前的研究(JASA,124:1367,2008)中,已经表明可以通过使用来自多个源的反向散射回波来确定总衰减量。初步的计算机模拟结果表明,对于经过测试的情况,平均误差在-0.3 到+0.2dB/MHz 之间,并且随着相关长度(即散射介质的组织微结构的特征尺寸)和传播路径上衰减的增加,误差呈增加趋势。因此,本研究的目的是提高先前推导算法的准确性,并降低算法对相关长度和衰减的依赖性。在这项研究中,重新进行了先前的推导,并放宽了算法对介质散射特性和反向散射功率谱形状的假设。然后使用五个源(6、8、10、12 和 14MHz,50%带宽)的计算机模拟来验证修正后的算法,这些源暴露在均匀的组织区域中。模拟的组织具有遵循高斯空间相关函数的微结构(即 exp(-0.827(ka(eff))(2)),其中 k 是波数),有效半径 a(eff)为 5-55μm(每个模拟情况一个尺寸),密度为 250/mm(3)(对于 14MHz 换能器,大约 5 个散射体/分辨率单元)。组织的衰减也从 0.1 到 0.9dB/cm-MHz 变化。计算机模拟表明,这些修改显著提高了算法的准确性,平均误差在-0.04 到 0.1dB/MHz 之间,比原始算法的误差性能好三倍。

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