基于物理一致性反馈控制的脑动脉瘤患者特异性血流模拟

M. Adib, Satoshi, Yoshiyuki Watanabe, S. Wada
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引用次数: 3

摘要

本研究利用从DSA和PC-MRI获得的一组关于几何形状和速度的测量数据,探讨了患者特异性血流模拟的可行性。该方法通过边界条件自然地满足物理一致性。基于比例反馈控制,通过缓解测量与仿真之间的速度场不匹配来评估压力边界值。该研究涉及从DSA图像重建的患者特异性动脉瘤模型,其中动脉瘤在有三个分支的分叉处发展。结果表明,在收缩状态下,PC-MRI测量的速度场与模拟的速度场差减小到19.8%,在不明确给出边界条件的情况下,利用测量速度数据可以再现出合理的壁面剪应力分布。本方法展示了基于模拟的血流分析的可行性,以了解患者特异性血流动力学。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Patient-Specific Blood Flows Simulation on Cerebral Aneurysm Based on Physically Consistency Feedback Control
This study investigates a feasibility for patient-specific blood flow simulation, using a set of measurement data obtained from DSA and PC-MRI with respect to a geometry and velocity. The present approach naturally satisfies the physical consistency through boundary condition. The pressure boundary values are evaluated by relaxing a misfit of velocity field between measurement and simulation based on a proportional feedback control. The investigation involves a patient-specific aneurysm model reconstructed from DSA image, where the aneurysm is developed at the bifurcation with three branches. The result shows that a difference of velocity field between the measurement of the PC-MRI and simulation is reduced to 19.8% in systole condition, and then a reasonable wall shear stress distribution can be reproduced by the use of the measurement velocity data without explicitly giving the boundary conditions. The present approach exhibits a feasibility of the simulation-based blood flow analysis for understanding patient-specific hemodynamics.
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