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A mathematical and numerical framework for ultrasonically-induced Lorentz force electrical impedance tomography

机译:超声诱导的数学和数值框架   洛伦兹力电阻抗断层成像

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摘要

We provide a mathematical analysis and a numerical framework for Lorentzforce electrical conductivity imaging. Ultrasonic vibration of a tissue in thepresence of a static magnetic field induces an electrical current by theLorentz force. This current can be detected by electrodes placed around thetissue; it is proportional to the velocity of the ultrasonic pulse, but dependsnonlinearly on the conductivity distribution. The imaging problem is toreconstruct the conductivity distribution from measurements of the inducedcurrent. To solve this nonlinear inverse problem, we first make use of avirtual potential to relate explicitly the current measurements to theconductivity distribution and the velocity of the ultrasonic pulse. Then, byapplying a Wiener filter to the measured data, we reduce the problem to imagingthe conductivity from an internal electric current density. We first introducean optimal control method for solving such a problem. A new directreconstruction scheme involving a partial differential equation is thenproposed based on viscosity-type regularization to a transport equationsatisfied by the current density field. We prove that solving such an equationyields the true conductivity distribution as the regularization parameterapproaches zero. We also test both schemes numerically in the presence ofmeasurement noise, quantify their stability and resolution, and compare theirperformance.
机译:我们为Lorentzforce电导率成像提供数学分析和数值框架。在静态磁场的作用下,组织的超声波振动通过洛伦兹力感应出电流。可以通过放置在组织周围的电极来检测该电流。它与超声波脉冲的速度成正比,但与电导率分布非线性相关。成像问题是根据感应电流的测量来重建电导率分布。为了解决这个非线性逆问题,我们首先利用虚拟电位将电流测量值与电导率分布和超声脉冲速度明确相关。然后,通过对测量的数据应用维纳滤波器,我们可以减少从内部电流密度对电导率成像的问题。我们首先介绍一种解决这种问题的最优控制方法。然后,根据黏度类型的正则化,提出了一种新的涉及偏微分方程的直接重构方案,将其转化为电流密度场满足的输运方程。我们证明,当正则化参数趋近于零时,求解此类方程式可得出真实的电导率分布。我们还在存在测量噪声的情况下对这两种方案进行了数值测试,量化了它们的稳定性和分辨率,并比较了它们的性能。

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