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EMG-Based Characterization of Walking Asymmetry in Children with Mild Hemiplegic Cerebral Palsy

机译:基于EMG的轻度偏瘫脑瘫儿童行走不对称特征

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摘要

Hemiplegia is a neurological disorder that is often detected in children with cerebral palsy. Although many studies have investigated muscular activity in hemiplegic legs, few EMG-based findings focused on unaffected limb. This study aimed to quantify the asymmetric behavior of lower-limb-muscle recruitment during walking in mild-hemiplegic children from surface-EMG and foot-floor contact features. sEMG signals from tibialis anterior (TA) and gastrocnemius lateralis and foot-floor contact data during walking were analyzed in 16 hemiplegic children classified as W1 according to Winter’ scale, and in 100 control children. Statistical gait analysis, a methodology achieving a statistical characterization of gait by averaging surface-EMG-based features, was performed. Results, achieved in hundreds of strides for each child, indicated that in the hemiplegic side with respect to the non-hemiplegic side, W1 children showed a statistically significant: decreased number of strides with normal foot-floor contact; decreased stance-phase length and initial-contact sub-phase; curtailed, less frequent TA activity in terminal swing and a lack of TA activity at heel-strike. The acknowledged impairment of anti-phase eccentric control of dorsiflexors was confirmed in the hemiplegic side, but not in the contralateral side. However, a modified foot-floor contact pattern is evinced also in the contralateral side, probably to make up for balance requirements.
机译:偏瘫是一种经常在脑瘫患儿中发现的神经系统疾病。尽管许多研究调查了偏瘫腿的肌肉活动,但基于肌电图的发现很少集中在未受影响的肢体上。这项研究的目的是通过表面心电图和脚底接触特征来量化轻度偏瘫儿童步行过程中下肢肌肉募集的不对称行为。分析了16名根据Winter's评分分类为W1的偏瘫儿童和100名对照儿童的胫前肌(TA)和腓肠肌外侧肌的sEMG信号,以及步行过程中脚底接触数据。进行了统计步态分析,这是一种通过平均基于表面电动势的特征来实现步态统计特征的方法。每个孩子数百步的结果表明,在偏瘫一侧而非非偏瘫一侧,W1儿童在统计学上具有显着意义:正常脚底接触的步幅减少;减少了姿态相长度和初始接触子相;减少了末端挥杆中TA活动的频率,减少了频率,而脚后跟打击中TA活动的缺乏。偏瘫侧证实了公认的背屈偏心控制受损,但对侧未证实。然而,在对侧也显示出改进的脚底接触方式,可能是为了弥补平衡要求。

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