基于表面与基于体素的头部有限元模型:应变响应对比分析

Zhou Zhou, Xiaogai Li, Svein Kleiven
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引用次数: 0

摘要

人体头部有限元(FE)模型是重要的损伤评估工具,但在不影响几何精度的前提下开发高质量的六面体网格 FE 头部模型是一项具有挑战性的任务。重要的大脑特征,如皮质褶皱和脑室,只能在少数几个头部有限元模型中捕捉到,这些模型主要由两种网格划分技术开发而成,即基于曲面的网格划分技术和基于体素的网格划分技术,前者使用保形元素捕捉界面边界,后者通过将分割的体素转换为元素并进行或不进行网格平滑处理。尽管取得了这些进步,但人们对基于曲面和基于体素的 FE 头部模型之间应变响应的相似性知之甚少。为了解决这个问题,我们重新使用了之前开发的基于表面的头部模型,该模型采用了符合网格来捕捉皮质褶皱-蛛网膜下腔脑脊液和脑-脑室界面。这三个模型用于模拟头部撞击。结果显示,表面模型和基于体素的模型的应变反应非常相似。在计算常用的损伤指标时,包括低于最大值的百分位应变(如 95 百分位应变)和应变超过特定阈值的脑元素体积,这三种模型的响应几乎完全相同。在研究应变分布时,三个模型在界面边界(如皮层的沟和回旋、邻近动眼神经和触角的区域)显示出不同的模式,应变差异超过 0.1。与基于表面的模型相比,基于体素的模型中的网格平滑程序略微减少了应变差异。这项研究对基于表面和基于体素的 FE 头部模型之间应变反应的普遍相似性提出了新的定量见解,并强调在使用界面应变预测损伤时应谨慎行事。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Surface-Based vs. Voxel-Based Finite Element Head Models: Comparative Analyses of Strain Responses
Finite element (FE) models of the human head are important injury assessment tools but developing a high-quality, hexahedral-meshed FE head model without compromising geometric accuracy is a challenging task. Important brain features, such as the cortical folds and ventricles, were captured only in a handful of FE head models that were primarily developed from two meshing techniques, i.e., surface-based meshing with conforming elements to capture the interfacial boundaries and voxel-based meshing by converting the segmented voxels into elements with and without meshing smoothing. Despite these advancements, little knowledge existed of how similar the strain responses were between surface- and voxel-based FE head models. To address this, a previously developed surface-based head model with conforming meshes to capture the cortical folds-subarachnoid cerebrospinal fluid and brain-ventricle interfaces was reused, and two voxel-based models with and without mesh smoothing were newly created here. These three models were employed to simulate head impacts. The results showed remarkable similarities in the strain responses between the surface- and the voxel-based models. When calculating commonly used injury metrics, including the percentile strains below the maximum (e.g., 95 percentile strain) and the volume of brain element with the strain over certain thresholds, the responses of the three models were virtually identical. When examining the strain distribution, the three models showed different patterns at the interfacial boundary (e.g., sulci and gyri in the cortex, regions adjacent to the falx and tentorium) with strain differences exceeding 0.1. The mesh smoothing procedure in the voxel-based models marginally reduced the strain discrepancies compared to the surface-based model. This study yielded new quantitative insights into the general similarity in the strain responses between the surface- and voxel-based FE head models and underscored that caution should be exercised when using the strain at the interface to predict injury.
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