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SIMULATING INSTRUMENTED KNEE IMPLANT FORCES WITH A SIMPLIFIED COMPUTATIONAL MODEL

机译:用简化的计算模型模拟仪器的膝关节植入力

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A simplified computational model is presented with which axial knee implant forces can be estimated. The dataset provided in the Ⅳ Grand Challenge to Predict in-vivo Knee Loads is used to assemble a musculoskeletal model, and perform an inverse dynamics analysis. The joint and muscle dynamics recorded during the inverse analysis is then used as target values during a forward dynamics analysis to compute the axial tibiofemoral load. Employing a simplified model has various advantages, the greatest of which are a significant reduction in assembly and analysis times. If the model predictions can also be proven qualitatively accurate, it may pave the way for inclusion of computational musculoskeletal models into everyday orthopaedic assessments of patient biomechanics. One possible drawback of simplification is a reduction in the accuracy of the model predictions if the model is oversimplified. It is therefore imperative to define and understand what knowledge needs to be gained from the model, before simplifications are implemented. For this case, the purpose is to obtain an estimate of the tibiofemoral reaction force (total, medial and lateral axial component). The hypothesis is that the simplifications made to the model will have a minimal impact on the tibiofemoral reaction force predictions, but that the assembly and analysis times will be time efficient.
机译:提出了一种简化的计算模型,利用该模型可以估算轴向膝关节植入力。 Ⅳ大挑战中预测体内膝关节负荷的数据集用于组装肌肉骨骼模型,并进行逆动力学分析。然后,在反向分析过程中记录的关节和肌肉动力学用作正向动力学分析过程中的目标值,以计算轴向胫骨股骨负荷。使用简化的模型具有多种优势,其中最大的优点就是大大减少了组装和分析时间。如果模型预测也可以在质量上得到证实,则可以为将计算肌肉骨骼模型纳入患者生物力学的日常骨科评估铺平道路。简化的一个可能的缺点是,如果模型过于简化,则会降低模型预测的准确性。因此,在实施简化之前,必须定义和理解需要从模型中获得哪些知识。对于这种情况,目的是获得胫股反作用力(总,内侧和外侧轴向分量)的估计值。假设是对模型进行的简化将对胫股反作用力预测产生最小的影响,但是组装和分析时间将是时间有效的。

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