arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2003.06446physics.med-ph
收藏

运动脑中超声传播的建模:剪切shock waves和创伤性脑损伤的应用

Modeling ultrasound propagation in the moving brain: applications to shear shock waves and traumatic brain injury

Sandhya Chandrasekaran, Bharat B. Tripathi, David Espíndola, Gianmarco F. Pinton

摘要:

在活体人脑上进行创伤性脑损伤研究在实验上是不可行的。我们提出了一种模拟方法,模拟超声波在人脑中的传播,而它是由于复杂的剪切冲击波变形的创伤性影响。有限差分仿真可以对诸如人体组织的复杂介质中的超声传播进行建模。最近,我们已经表明,有限差分方法可以用来表示位移是远远小于网格的大小,如从超声弹性成像剪切波传播中遇到的运动。然而,这种次分辨率位移模型,称为阻抗流,只实施和验证随机分布的散射体组成的声介质。在这里,我们提出了一个概括的阻抗流方法,描述了连续的亚分辨率运动的结构化声学地图,特别是人类大脑的声学地图。结果表明,与波长相比,亚分辨位移法的平均误差较小。该方法被施加到一个移动的人脑的声学地图,施加的剪切冲击波的传播。然后使用全波仿真工具对基于L7-4成像换能器的发射-接收成像序列进行建模。模拟的射频数据使用传统的延迟和求和方法进行波束形成,并且使用针对冲击波跟踪设计的归一化互相关方法来确定组织运动。结果表明,所提出的广义阻抗流方法准确地捕捉剪切冲击波的运动。该方法可以导致图像序列设计的改进,该图像序列设计考虑了来自大脑的畸变和多次反射,并且可以导致跟踪算法的设计的改进,该跟踪算法可以更准确地捕获在创伤性冲击期间发生的复杂的大脑运动。

英文摘要:

Traumatic brain injury studies on the living human brain are experimentally infeasible. We present a simulation approach that models ultrasound propagation in the human brain while it is moving due to the complex shear shock wave deformation from a traumatic impact. Finite difference simulations can model ultrasound propagation in complex media such as human tissue. Recently, we have shown that a finite difference approach can be used to represent displacements that are much smaller than the grid size, such as the motion encountered in shear wave propagation from ultrasound elastography. However, this subresolution displacement model, called impedance flow, was only implemented and validated for acoustical media composed of randomly distributed scatterers. Here we propose a generalization of the impedance flow method that describes the continuous subresolution motion of structured acoustical maps, and in particular of acoustical maps of the human brain. It is shown that the average error in the subresolution displacement method is small compared to the wavelength. The method is applied to acoustical maps of a moving human brain, imposed by the propagation of a shear shock wave. Then the Fullwave simulation tool is used to model transmit-receive imaging sequences based on an L7-4 imaging transducer. The simulated radiofrequency data is beamformed using a conventional delay-and-sum method and a normalized cross-correlation method designed for shock wave tracking is used to determine the tissue motion. It is shown that the proposed generalized impedance flow method accurately captures the shear shock wave motion. This method can lead to improvements in image sequence design that takes into account the aberration and multiple reflections from the brain and in the design of tracking algorithms that can more accurately capture the complex brain motion that occurs during a traumatic impact.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑