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Nonlinear elasticity imaging

机译:非线性弹性成像

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摘要

We present the solution of the nonlinear inverse elasticity problem, wherein we image the linear and nonlinear hyperelastic properties of soft tissues in-vivo. For this, we solve a constrained optimization problem iteratively. The discrepancy between measured and predicted displacement fields is minimized in the objective function in the presence of regularization. The predicted displacement fields satisfy the equilibrium equations of elasticity from the current estimate of the elastic properties. The measured displacement fields are determined from a sequence of ultrasound radio frequency data while the tissue is slowly compressed. We model the tissue to have an exponential stress-stretch relation and capture its nonlinear response with a nonlinear parameter at large deformations.
机译:我们提出了非线性逆弹性问题的解决方案,其中我们对体内软组织的线性和非线性超弹性性质进行了成像。为此,我们迭代地解决了约束优化问题。在存在正则化的情况下,目标函数中的实测位移场与预测位移场之间的差异最小。预测的位移场根据当前的弹性特性估算值满足弹性平衡方程。当组织被缓慢压缩时,从一系列超声射频数据确定测得的位移场。我们对组织进行建模,使其具有指数应力-拉伸关系,并利用大变形下的非线性参数捕获其非线性响应。

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