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Research on Rehabilitation Training Strategies Using Multimodal Virtual Scene Stimulation

Ping Xie, Zihao Wang, Zengyong Li, Ying Wang, Nianwen Wang, Zhenhu Liang, Juan Wang, Xiaoling Chen

2022Frontiers in Aging Neuroscience18 citationsDOIOpen Access PDF

Abstract

It is difficult for stroke patients with flaccid paralysis to receive passive rehabilitation training. Therefore, virtual rehabilitation technology that integrates the motor imagery brain-computer interface and virtual reality technology has been applied to the field of stroke rehabilitation and has evolved into a physical rehabilitation training method. This virtual rehabilitation technology can enhance the initiative and adaptability of patient rehabilitation. To maximize the deep activation of the subjects motor nerves and accelerate the remodeling mechanism of motor nerve function, this study designed a brain-computer interface rehabilitation training strategy using different virtual scenes, including static scenes, dynamic scenes, and VR scenes. Including static scenes, dynamic scenes, and VR scenes. We compared and analyzed the degree of neural activation and the recognition rate of motor imagery in stroke patients after motor imagery training using stimulation of different virtual scenes, The results show that under the three scenarios, The order of degree of neural activation and the recognition rate of motor imagery from high to low is: VR scenes, dynamic scenes, static scenes. This paper provided the research basis for a virtual rehabilitation strategy that could integrate the motor imagery brain-computer interface and virtual reality technology.

Topics & Concepts

RehabilitationMotor imageryVirtual realityBrain–computer interfaceComputer scienceInterface (matter)Physical medicine and rehabilitationFunctional electrical stimulationArtificial intelligencePsychologyMedicineStimulationNeuroscienceElectroencephalographyMaximum bubble pressure methodParallel computingBubbleEEG and Brain-Computer InterfacesGaze Tracking and Assistive TechnologyNeuroscience and Neural Engineering
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