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Micro-CT based finite element models of cancellous bone predict accurately displacement once the boundary condition is well replicated: A validation study

机译:基于micro-CT的松质骨有限元模型可以在边界条件得到很好的复制后准确地预测位移:验证研究

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摘要

Non-destructive 3D micro-computed tomography (microCT) based finite element (microFE) models are used to estimate bone mechanical properties at tissue level. However, their validation remains challenging. Recent improvements in the quantification of displacements in bone tissue biopsies subjected to staged compression, using refined Digital Volume Correlation (DVC) techniques, now provide a full field displacement information accurate enough to be used for microFE validation. In this study, three specimens (two humans and one bovine) were tested with two different experimental set-ups, and the resulting data processed with the same DVC algorithm. The resulting displacement vector field was compared to that predicted by microFE models solved with three different boundary conditions (BC): nominal force resultant, nominal displacement resultant, distributed displacement. The first two conditions were obtained directly from the measurements provided by the experimental jigs, whereas in the third case the displacement field measured by the DVC in the top and bottom layer of the specimen was applied. Results show excellent relationship between the numerical predictions (x) and the experiments (y) when using BC derived from the DVC measurements (UX: y=1.07x-0.002, RMSE: 0.001 mm; UY: y=1.03x-0.001, RMSE: 0.001 mm; UZ: y=x+0.0002, RMSE: 0.001 mm for bovine specimen), whereas only poor correlation was found using BCs according to experiment setups. In conclusion, microFE models were found to predict accurately the vectorial displacement field using interpolated displacement boundary condition from DVC measurement.
机译:基于非破坏性3D微计算机断层扫描(microCT)的有限元(microFE)模型用于估计组织水平的骨骼力学性能。但是,它们的验证仍然具有挑战性。使用改进的数字体积相关性(DVC)技术,对经过阶段性压缩的骨组织活检组织中的位移进行量化的最新改进,现在提供了足够精确的全场位移信息,可用于microFE验证。在这项研究中,使用两个不同的实验装置测试了三个标本(两个人和一个牛),并使用相同的DVC算法处理了所得数据。将所得的位移矢量场与使用三种不同边界条件(BC)求解的microFE模型预测的场矢量场进行比较:名义力合力,名义位移合力,分布位移。前两个条件直接从实验夹具提供的测量结果中获得,而在第三种情况下,应用DVC在样品的顶层和底层中测量的位移场。结果显示,当使用从DVC测量得出的BC时,数值预测(x)与实验(y)之间具有极好的关系(UX:y = 1.07x-0.002,RMSE:0.001 mm; UY:y = 1.03x-0.001,RMSE :0.001毫米; UZ:y = x + 0.0002,对于牛标本,RMSE:0.001毫米),而根据实验设置,使用BC仅发现很差的相关性。总之,发现了microFE模型可以使用DVC测量中的插值位移边界条件准确预测矢量位移场。

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