Modeling Joint Stiffness Change by Pelvic Tightening Based on Pelvic Alignment

Michihiro Yoshida, Takayuki Tanaka, Yoshio Tsuchiya
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Abstract

This paper aims to develop a regression model that explains the relationship between changes in lumbar joint stiffness and pelvic alignment (posture or shape of the bones of the pelvis and lumbar spine) due to pelvic tightening. The proposed model is based on the hypothesis that lumbar joint stiffness increases with changes in pelvic alignment. The proposed model is based on experimentally measured stiffness values and pelvic alignment data sets. The stiffness of the lumbar joint was estimated by motion analysis using a motion-capture system. Ninety-six volunteers participated in the experiment to estimate stiffness values, and the validity of using lumbar joint stiffness as the output of the model was examined. The pelvic alignment was measured through X-ray images. Pelvic alignment was measured using radiographic images, and 25 volunteers participated. The Results section states that the amount of change in the posture of the sacrum relative to the pelvis and the curvature of the lumbar spine contributes to the change in lumbar joint stiffness. Future work will include FEM analysis to validate the overall hypothesis and the validity of applying the model to a group other than those who participated in the development of the model.
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基于骨盆对齐的骨盆紧固关节刚度变化建模
本文旨在建立一个回归模型,解释由于骨盆收紧导致的腰椎关节硬度变化与骨盆对齐(骨盆和腰椎的姿势或形状)之间的关系。所提出的模型基于这样的假设,即腰椎关节硬度随着骨盆排列的变化而增加。所提出的模型基于实验测量的刚度值和骨盆对齐数据集。通过使用运动捕捉系统的运动分析来估计腰椎关节的刚度。96名志愿者参与了评估刚度值的实验,并检查了使用腰椎关节刚度作为模型输出的有效性。通过X射线图像测量骨盆的排列。使用射线照相图像测量骨盆排列,25名志愿者参与其中。结果部分指出,骶骨相对于骨盆的姿势和腰椎弯曲的变化量有助于腰椎关节硬度的变化。未来的工作将包括有限元分析,以验证总体假设以及将模型应用于除参与模型开发的群体之外的群体的有效性。
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