利用主成分分析为经股骨截肢患者定制楔形物的新方法

Q3 Health Professions Open Sports Sciences Journal Pub Date : 2017-12-29 DOI:10.2174/1875399X01710010229
D. Soares, M. Castro, E. Mendes, L. Machado
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引用次数: 0

摘要

目的:定制的楔形物已被用于改善经股(TF)截肢患者的步态模式。然而,这些楔形物的处方和测试大多基于高度主观的步态评估。本研究的目的是开发一种合理和定量的方法,使用主成分分析(PCA)为TF患者的健全肢体定制楔形物。方法:首先,在健全受试者(CG)中评估不同楔形物的效果。其次,利用CG中楔块的影响,以及每个TF的步态模式,分别规定楔块,以便根据每个楔块的具体效果修改其步态。分析的变量是地面反作用力分量和压力位移中心。计算每个变量的Mahalanobis距离和基于CG数据的95%置信区间(CI)。结果表明,通过变量的马氏距离,TF受试者的步态模式得到改善,TF受检者的步态得到改善;在CG的95%CI边界之外的变量在这些边界内移动。结果:将楔形物应用于TF截肢者的健全肢体可以改善他们的步态模式,因此PCA的应用可以帮助临床医生为每个患者确定最佳设备,从而提高TF患者的生活质量。
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A New Method to Prescribe Wedges Custom Made For Individuals With Transfemoral Amputation Using Principal Component Analysis
Objective : Wedges custom made have been used to improve the gait pattern of individuals with transfemoral (TF) Amputation. However, the prescription and test of these wedges is mostly based on a highly subjective gait evaluation. The purpose of this study was to develop a rational and quantitative method to prescribe wedges custom made for the sound limb of individuals with TF using Principal Component Analysis (PCA). Method : First, the effect of different wedges was assessed in able-bodied subjects (CG). Second, using the influence of the wedges in CG, and the gait pattern of each TF individually, wedges were prescribed in order to modify their gait according to the specific effect of each wedge. The variables analyzed were the ground reaction force components and center of pressure displacement. The Mahalanobis distance for each variable and the 95% confidence interval (CI) based on CG data was calculated. Results showed, by the Mahalanobis distance of the variables, that TF subjects improved their gait pattern, TF subjects improved their gait; the variables that were out of the boundaries of 95% CI of CG, moved inside these boundaries with the use of wedges. Result : The application of wedges to the sound limb of TF amputees can improve their gait patterns, thus the application of PCA can help clinicians to decide the best device for each patient, and consequently improve TF patient quality of life.
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来源期刊
Open Sports Sciences Journal
Open Sports Sciences Journal Health Professions-Physical Therapy, Sports Therapy and Rehabilitation
CiteScore
1.00
自引率
0.00%
发文量
14
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