Rehabilitation Evaluation System for Lower-Limb Rehabilitation Robot

IF 0.7 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Li Jiang, Juan Zhao, Feng Wang, Yujian Zhou, Wangyang Ge, Jinhua She
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引用次数: 0

Abstract

Rehabilitation evaluation is an important part of rehabilitation training. It is closely related to the robot-assisted training effect. Different rehabilitation robots need different methods to evaluate patients. Rehabilitation training is a long process, and the patient’s performance scores will continue to change. A lower-limb rehabilitation robot needs a dynamic performance score to evaluate rehabilitation’s effects. This study used an analytic hierarchy process and fuzzy comprehensive evaluation methods to establish a rehabilitation evaluation system for lower-limb rehabilitation robots. A multi-scale personalized rehabilitation plan is conceived, based on the evaluation system and the combination of objective factors. This method dynamically adjusts the plan according to the rehabilitation situation of patients, which is beneficial to the improvement of the efficiency and initiative of training.
下肢康复机器人康复评估系统
康复评估是康复训练的重要组成部分。这与机器人辅助训练的效果密切相关。不同的康复机器人需要不同的方法来评估患者。康复训练是一个长期的过程,患者的表现分数会不断变化。下肢康复机器人需要动态性能评分来评价其康复效果。本研究采用层次分析法和模糊综合评价法,建立了下肢康复机器人的康复评价体系。在评价体系的基础上,结合客观因素,构思了多尺度的个性化康复方案。该方法根据患者的康复情况动态调整计划,有利于提高训练的效率和主动性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
1.50
自引率
14.30%
发文量
89
期刊介绍: JACIII focuses on advanced computational intelligence and intelligent informatics. The topics include, but are not limited to; Fuzzy logic, Fuzzy control, Neural Networks, GA and Evolutionary Computation, Hybrid Systems, Adaptation and Learning Systems, Distributed Intelligent Systems, Network systems, Multi-media, Human interface, Biologically inspired evolutionary systems, Artificial life, Chaos, Complex systems, Fractals, Robotics, Medical applications, Pattern recognition, Virtual reality, Wavelet analysis, Scientific applications, Industrial applications, and Artistic applications.
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