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首页> 外文期刊>Biomedical Engineering: Applications, Basis and Communications >A novel measurement system for quantitative assessment of age-related sensori-motor degradation
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A novel measurement system for quantitative assessment of age-related sensori-motor degradation

机译:用于定量评估与年龄相关的感觉运动退化的新型测量系统

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摘要

Early identification of individuals with impaired balancing ability could lead to timely interventions and reduce the hazard of age-related falls. Numerous methods for researching the prevention of falls and age-related sensori-motor degradation have been proposed and tested. Most are either too expensive for practitioners or too physically demanding to use with seniors. A simple, reliable technique is desired. The aim of this research is to develop a practical and quantitative solution for assessment of age-related degradation of human sensori-motor function, which could in turn serve as a means of fall prevention among seniors. A novel testing apparatus, the dynamic balance testing platform, was developed. The design includes artificial neural network (ANN) technology to address the nonlinearity and redundancy in the neural network that controls sensori-motor functions. A total of 62 male subjects aged from 18 to 84 years were tested using the proposed method. Results showed that (1) the new device did reflect the sensori-motor degradation related to age, (2) reliable evaluation of sensori-motor function need not be complicated, time consuming, or costly, and (3) the developed equipment powered with ANN technology holds great potentials for predicting fall possibility. Overall, this study validated a strategy of fall prevention with a potential for prevalent use in the healthcare industry.
机译:早期发现平衡能力受损的人可以及时采取干预措施,并减少与年龄有关的跌倒的危险。已经提出并测试了许多用于研究预防跌倒和与年龄有关的感觉运动退化的方法。大多数对于执业者而言太昂贵,或者在身体上要求与老年人一起使用。需要一种简单,可靠的技术。这项研究的目的是开发一种实用且定量的解决方案,以评估与年龄相关的人类感觉运动功能的退化,从而可以作为预防老年人跌倒的一种手段。开发了一种新型的测试仪器,即动平衡测试平台。该设计包括人工神经网络(ANN)技术,以解决控制感觉运动功能的神经网络的非线性和冗余性。使用提议的方法对年龄在18至84岁之间的62位男性受试者进行了测试。结果表明:(1)新设备确实反映了与年龄有关的感觉运动能力下降;(2)对感觉运动功能的可靠评估不需要复杂,费时或昂贵;(3)开发的设备具有人工神经网络技术具有预测跌倒可能性的巨大潜力。总的来说,这项研究验证了一种预防跌倒的策略,该策略在医疗保健行业具有广泛的应用潜力。

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