Validation of homogenized finite element models of human metastatic vertebrae using digital volume correlation

ArXiv Pub Date : 2024-02-15 DOI:10.48550/arXiv.2402.09828
Chiara Garavelli, A. Aldieri, M. Palanca, Enrico Dall'Ara, M. Viceconti
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Abstract

The incidence of vertebral fragility fracture is increased by the presence of preexisting pathologies such as metastatic disease. Computational tools could support the fracture prediction and consequently the decision of the best medical treatment. Anyway, validation is required to use these tools in clinical practice. To address this necessity, in this study subject-specific homogenized finite element models of single vertebrae were generated from micro CT images for both healthy and metastatic vertebrae and validated against experimental data. More in detail, spine segments were tested under compression and imaged with micro CT. The displacements field could be extracted for each vertebra singularly using the digital volume correlation full-field technique. Homogenized finite element models of each vertebra could hence be built from the micro CT images, applying boundary conditions consistent with the experimental displacements at the endplates. Numerical and experimental displacements and strains fields were eventually compared. In addition, the outcomes of a micro CT based homogenized model were compared to the ones of a clinical-CT based model. Good agreement between experimental and computational displacement fields, both for healthy and metastatic vertebrae, was found. Comparison between micro CT based and clinical-CT based outcomes showed strong correlations. Furthermore, models were able to qualitatively identify the regions which experimentally showed the highest strain concentration. In conclusion, the combination of experimental full-field technique and the in-silico modelling allowed the development of a promising pipeline for validation of fracture risk predictors, although further improvements in both fields are needed to better analyse quantitatively the post-yield behaviour of the vertebra.
利用数字体积相关性验证人体转移椎体的均质化有限元模型
椎体脆性骨折的发生率会因转移性疾病等原有病变的存在而增加。计算工具可以帮助预测骨折,从而决定最佳的治疗方案。然而,在临床实践中使用这些工具需要验证。为了解决这一问题,本研究根据健康椎体和转移椎体的显微 CT 图像生成了单个椎体的特定受试者同质化有限元模型,并根据实验数据进行了验证。更详细地说,脊柱节段在压缩条件下进行了测试,并通过微型 CT 进行了成像。利用数字体积相关全场技术,可单独提取每个椎体的位移场。因此,每个椎体的均质化有限元模型可根据显微 CT 图像建立,并应用与实验中的终板位移一致的边界条件。最终对数值和实验位移和应变场进行了比较。此外,还将基于微型 CT 的均质化模型结果与基于临床 CT 的模型结果进行了比较。结果发现,无论是健康椎体还是转移椎体,实验位移场和计算位移场都非常一致。基于微型 CT 的结果与基于临床 CT 的结果之间的比较显示出很强的相关性。此外,模型还能定性地识别出实验中应变集中度最高的区域。总之,实验全场技术与室内建模相结合,为验证骨折风险预测指标开发了一个前景广阔的管道,尽管还需要在这两个领域进一步改进,以更好地定量分析椎体的屈服后行为。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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