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Scrutinizing different EEG-Based Mechanisms for Motor Control and Rehabilitation of Lower Limb Disabilities

机译:仔细检查基于EEG的电机控制和恢复下肢残疾机制

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Background: Disability can be defined as a condition that may limit an individual's ability to use a particular limb or part of the body. Disability in the lower limb may be the consequence of a stroke, an accident, infection or can be congenital. This results in increased or totalinability to perform everyday tasks. Rehabilitation procedures aim to help patients regain control of their everyday tasks with short-term intervention or life-time assistive support, based upon the kind of limb infarction. Objective: Present review aims to cite the neuro-rehabilitationmethods that support recovery in lower limb function. Articles were screened based upon the inclusion criteria of lower limb motor actions and its genesis being recorded, primarily from the sensorimotor areas of the brain. Studies using electroencephalography (EEG) as the non-invasive methodfor brain data acquisition only were included. Results: The detailed analysis of 27 studies was performed after grouping them according to the methodological approach followed. Of all the studies selected, 16 of those corresponded to lower limb motor actions being performed while sitting,whereas only 11 reported the actions during actual bipedal locomotion. Only five interfaced the neuronal signals with electromechanical devices for practical implementation of the rehabilitation procedure. Conclusion: Qualitative analysis showed that neural rehabilitative procedures doesinduce plasticity in human brain, but a critical analysis in hospitals or outside environment is necessary to verify the approaches. Future prospects suggest the targeted use of EEG based rehabilitative procedure to uphold the present findings.
机译:背景:残疾可以定义为可能限制个人使用特定肢体或身体部分的能力的条件。下肢残疾可能是中风,事故,感染或可以是先天性的后果。这导致日常任务的增加或完全性。康复程序旨在帮助患者根据肢体梗死的那种,通过短期干预或生命时辅助支持来重新控制日常任务的控制。目的:现有综述旨在引用Neuro-RehabilitationMethod,即支持下肢功能的恢复。基于纳入肢体电动机动作的夹杂物标准及其创世纪的纳入标准来筛选制品,主要来自大脑的传感器区域。使用脑电图(EEG)的研究仅包括脑数据采集的非侵入性方法。结果:根据遵循的方法方法对其进行分组,进行了27项研究的详细分析。在所选择的所有研究中,其中16个相对应在坐着时执行的下肢电动机动作,而仅11在实际双模型期间报告了动作。只有五个与机电装置接口的神经元信号,以实际实现康复程序。结论:定性分析表明,神经康复程序屈服于人脑的可塑性,但有必要在医院或外部环境中进行关键分析来验证这些方法。未来的前景表明,基于EEG的恢复程序的有针对性地利用秉承了现在的研究结果。

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