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用于对呈现非线性力-伸长曲线的生物软组织系统进行建模的埃尔米特样条。

Hermitian splines for modeling biological soft tissue systems that exhibit nonlinear force-elongation curves.

作者信息

Martel F, Denninger M, Langelier E, Turcotte M-C, Rancourt D

机构信息

Groupe de recherche en performance et sécurité humaine de l'Université de Sherbrooke, Université de Sherbrooke, 2500 Boul. de l'Université, Sherbrooke, QC, Canada, J1K 2R1.

出版信息

J Biomech Eng. 2011 Sep;133(9):094505. doi: 10.1115/1.4004949.

Abstract

Numerical simulation of soft tissue mechanical properties is a critical step in developing valuable biomechanical models of live organisms. A cubic Hermitian spline optimization routine is proposed in this paper to model nonlinear experimental force-elongation curves of soft tissues, in particular when modeled as lumped elements. Boundary conditions are introduced to account for the positive definiteness and the particular curvature of the experimental curve to be fitted. The constrained least-square routine minimizes user intervention and optimizes fitting of the experimental data across the whole fitting range. The routine provides coefficients of a Hermitian spline or corresponding knots that are compatible with a number of constraints that are suitable for modeling soft tissue tensile curves. These coefficients or knots may become inputs to user-defined component properties of various modeling software. Splines are particularly advantageous over the well-known exponential model to account for the traction curve flatness at low elongations and to allow for more flexibility in the fitting process. This is desirable as soft tissue models begin to include more complex physical phenomena.

摘要

软组织力学特性的数值模拟是开发有价值的活体生物力学模型的关键步骤。本文提出了一种三次埃尔米特样条优化程序,用于模拟软组织的非线性实验力-伸长曲线,特别是当将其建模为集总元件时。引入边界条件以考虑待拟合实验曲线的正定性和特定曲率。约束最小二乘程序将用户干预降至最低,并在整个拟合范围内优化实验数据的拟合。该程序提供埃尔米特样条的系数或相应的节点,这些系数或节点与许多适用于模拟软组织拉伸曲线的约束条件兼容。这些系数或节点可以成为各种建模软件用户定义组件属性的输入。样条比著名的指数模型具有特别的优势,能够解释低伸长率下的牵引曲线平坦度,并在拟合过程中提供更大的灵活性。随着软组织模型开始包含更复杂的物理现象,这是很有必要的。

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