评估负载和形状学对区域骨强度的重要性
Ting Long1, Ted Yeung1, Thor F Besier1,2
1Auckland Bioengineering Institute, University of Auckland, Auckland, New Zealand.
Journal of sports sciences
|July 7, 2025
概括
脚接触力显著影响骨应力和应力,这对于预测疲劳骨折风险至关重要. 这些力量,特别是前后和垂直组成部分,是骨压力-应变分布的关键预测因素.
科学领域:
- 生物力学 生物力学
- 整形外科工程 整形外科工程
- 计算建模 计算建模
背景情况:
- 监测骨强度对于评估疲劳骨折风险至关重要.
- 了解骨中压力-应变分布对于预防伤害至关重要.
研究的目的:
- 评估形态特征,肌肉力量和脚接触力如何导致骨压力-应变.
- 分析特征数量对骨应力应变预测准确性的影响.
主要方法:
- 利用来自40名年轻男性CT扫描的统计形状模型来描述骨形态.
- 使用有限元分析 (FEA) 计算区域应力-应变,使用来自光学运动捕捉的负载.
- 在预测 (VIP) 中具有变量重要性的雇佣部分最小平方回归 (PLSR) 得分来评估特征的重要性.
主要成果:
- 前后和垂直脚接触力在高风险的部区域显示了压力-应变的最高VIP分数.
- 仅使用脚接触力的PLSR模型实现了高预测准确度 (R2 0.790.83,RMSE <5%) 的应力和张力.
- 足接触力被确定为骨应力-张力分布的主要贡献者.
结论:
- 脚关节接触力是骨应力-张力分布的主要因素.
- PLSR方法有效地预测了使用脚接触力在关键区域的部应力应变.
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