Supercomputer Simulations in Design of Ultrasound Tomography Devices

A. Goncharsky, S. Seryozhnikov
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引用次数: 1

Abstract

The paper considers the use of supercomputers in design of medical ultrasound tomography devices. The mathematical models describing the wave propagation in ultrasound tomography should take into account such physical phenomena as diffraction, multiple scattering, and so on. The inverse problem of wave tomography is posed as a coefficient inverse problem with respect to the wave propagation velocity and the absorption factor. Numerous simulations made it possible to determine the optimal parameters of an ultrasound tomograph in order to obtain a spatial resolution of 1.5 mm suitable for early-stage breast cancer diagnosis. The developed methods were tested both on model problems and on real data obtained at the experimental test bench for tomographic studies. The computations were performed on GPU devices of Lomonosov-2 supercomputer at Lomonosov Moscow State University.
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超声断层扫描设备设计中的超级计算机模拟
本文探讨了超级计算机在医用超声成像设备设计中的应用。描述超声层析成像中波传播的数学模型应考虑到衍射、多次散射等物理现象。将波层析成像反问题提出为关于波传播速度和吸收因子的系数反问题。为了获得适合早期乳腺癌诊断的1.5 mm的空间分辨率,大量的模拟使确定超声层析成像的最佳参数成为可能。所开发的方法在模型问题和在层析研究的实验测试台上获得的实际数据上进行了测试。计算在莫斯科国立罗蒙诺索夫大学的罗蒙诺索夫-2超级计算机的GPU设备上进行。
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