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An explorative investigation of functional differences in plantar center of pressure of four foot types using sample entropy method

机译:利用样本熵方法对四种足底足底压力中心功能差异的探索性研究

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摘要

In the study of biomechanics of different foot types, temporal or spatial parameters derived from plantar pressure are often used. However, there is no comparative study of complexity and regularity of the center of pressure (CoP) during the stance phase among pes valgus, pes cavus, hallux valgus and normal foot. We aim to analyze whether CoP sample entropy characteristics differ among these four foot types. In our experiment participated 40 subjects with normal feet, 40 with pes cavus, 19 with pes valgus and 36 with hallux valgus. A Footscan® system was used to collect CoP data. We used sample entropy to quantify several parameters of the investigated four foot types. These are the displacement in medial–lateral (M/L) and anterior–posterior (A/P) directions, as well as the vertical ground reaction force of CoP during the stance phase. To fully examine the potential of the sample entropy method for quantification of CoP components, we provide results for two cases: calculating the sample entropy of normalized CoP components, as well as calculating it using the raw data of CoP components. We also explored what are the optimal values of parameters m (the matching length) and r (the tolerance range) when calculating the sample entropy of CoP data obtained during the stance phases. According to statistical results, some factors significantly influenced the sample entropy of CoP components. The sample entropies of non-normalized A/P values for the left foot, as well as for the right foot, were different between the normal foot and pes valgus, and between the normal foot and hallux valgus. The sample entropy of normalized M/L displacement of the right foot was different between the normal foot and pes cavus. The measured variable for A/P and M/L displacements could serve for the study of foot function.
机译:在研究不同脚型的生物力学时,经常使用源自足底压力的时间或空间参数。然而,目前尚无比较研究在外翻,外翻,中翻,外翻和正常足的站立阶段中压力中心(CoP)的复杂性和规则性。我们旨在分析这四种脚型之间CoP样本的熵特征是否不同。在我们的实验中,有40名正常脚的受试者,40名具有比洞的患者,19名具有比外翻的患者和36名具有拇外翻的患者。使用Footscan ®系统收集CoP数据。我们使用样本熵来量化所研究的四种脚型的几个参数。这些是在站立阶段中内侧(M / L)和前后(A / P)方向的位移以及CoP的垂直地面反作用力。为了全面检查样本熵方法用于量化CoP分量的潜力,我们提供了两种情况的结果:计算归一化CoP分量的样本熵,以及使用CoP分量的原始数据进行计算。我们还计算了在计算立场阶段获得的CoP数据的样本熵时,参数m(匹配长度)和r(公差范围)的最佳值是什么。根据统计结果,一些因素显着影响了CoP组分的样品熵。正常脚和外翻,以及正常脚和拇外翻之间,左脚和右脚的非标准化A / P值的样本熵不同。正常脚和比洞的右脚的M / L归一化位移的样本熵不同。 A / P和M / L位移的测量变量可用于脚功能的研究。

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