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A new inverse method for estimation of in vivo mechanical properties of the aortic wall

机译:一种估计体内主动脉壁力学性能的新方法

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摘要

The aortic wall is always loaded in vivo, which makes it challenging to estimate the material parameters of its nonlinear, anisotropic constitutive equation from in vivo image data. Previous approaches largely relied on either computationally expensive finite element models or simplifications of the geometry or material models. In this study, we investigated a new inverse method based on aortic wall stress computation. This approach consists of the following two steps: (1) computing an “almost true” stress field from the in vivo geometries and loading conditions, (2) building an objective function based on the “almost true” stress fields, constitutive equations and deformation relations, and estimating the material parameters by minimizing the objective function. The method was validated through numerical experiments by using the in vivo data from four ascending aortic aneurysm (AsAA) patients. The results demonstrated that the method is computationally efficient. This novel approach may facilitate the personalized biomechanical analysis of aortic tissues in clinical applications, such as in the rupture risk analysis of ascending aortic aneurysms.
机译:主动脉壁总是在体内加载,这使得从体内图像数据估计其非线性各向异性本构方程的材料参数具有挑战性。先前的方法在很大程度上依赖于计算上昂贵的有限元模型或几何或材料模型的简化。在这项研究中,我们研究了一种基于主动脉壁应力计算的新逆方法。此方法包括以下两个步骤:(1)从体内几何形状和加载条件计算“几乎真实”应力场,(2)基于“几乎真实”应力场,本构方程和变形建立目标函数关系,并通过最小化目标函数来估算材料参数。通过使用来自四个升主动脉瘤(AsAA)患者的体内数据,通过数值实验验证了该方法。结果表明该方法具有较高的计算效率。这种新颖的方法可以促进在临床应用中主动脉组织的个性化生物力学分析,例如在升主动脉瘤的破裂风险分析中。

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