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The influence of ligament modelling strategies on the predictive capability of finite element models of the human knee joint

机译:韧带建模策略对人膝关节有限元模型预测能力的影响

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Abstract In finite element (FE) models knee ligaments can represented either by a group of one-dimensional springs, or by three-dimensional continuum elements based on segmentations. Continuum models closer approximate the anatomy, and facilitate ligament wrapping, while spring models are computationally less expensive. The mechanical properties of ligaments can be based on literature, or adjusted specifically for the subject. In the current study we investigated the effect of ligament modelling strategy on the predictive capability of FE models of the human knee joint. The effect of literature-based versus specimen-specific optimized material parameters was evaluated. Experiments were performed on three human cadaver knees, which were modelled in FE models with ligaments represented either using springs, or using continuum representations. In spring representation collateral ligaments were each modelled with three and cruciate ligaments with two single-element bundles. Stiffness parameters and pre-strains were optimized based on laxity tests for both approaches. Validation experiments were conducted to evaluate the outcomes of the FE models. Models (both spring and continuum) with subject-specific properties improved the predicted kinematics and contact outcome parameters. Models incorporating literature-based parameters, and particularly the spring models (with the representations implemented in this study), led to relatively high errors in kinematics and contact pressures. Using a continuum modelling approach resulted in more accurate contact outcome variables than the spring representation with two (cruciate ligaments) and three (collateral ligaments) single-element-bundle representations. However, when the prediction of joint kinematics is of main interest, spring ligament models provide a faster option with acceptable outcome.
机译:摘要在有限元(FE)中模型膝盖韧带可以由一组一维弹簧或基于分割的三维连续元件表示。连续型型号接近解剖结构,并促进韧带包装,而弹簧模型的计算较便宜。韧带的力学性能可以基于文献,或专门针对受试者进行调整。目前研究我们研究了韧带建模策略对人膝关节Fe模型的预测能力的影响。评估了基于文献的与样本特异性优化材料参数的影响。在三个人尸体膝盖上进行实验,该膝盖在用韧带或使用连续形式表示的韧带或使用连续函数模拟。在弹簧表示中,副韧带各自用三个并用两个单元素束来韧带韧带韧带。基于两种方法的松弛测试优化了刚度参数和预株。进行了验证实验以评估FE模型的结果。具有主题特性属性的模型(Spring和Continuum)改进了预测的运动学和联系结果参数。包含基于文献的参数的模型,特别是弹簧模型(在本研究中实施的表示),导致运动学和接触压力中的相对较高的误差。使用连续uM建模方法导致更准确的接触结果变量,而不是两个(十字花韧带)和三(抵押韧带)单元素束表示的弹簧表示。然而,当关节运动学的预测是主要兴趣时,弹簧韧带模型可提供更快的选择,具有可接受的结果。

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