Autors: Lu Z., Ilieva, R. Y., Ivanova, M. S.
Title: Interactive Interface Module for Cerebral Palsy Rehabilitation: Study on the Performance through Machine Learning
Keywords: brain-computer interface, cerebral palsy rehabilitation, interactive interface module, machine learning, intelligent training system

Abstract: The paper presents the developed interactive interface module assisting the rehabilitation therapy of children with cerebral palsy. It is part of an intelligent training system and includes a brain-computer interface. The performance of the interactive module is evaluated through the methods typical for explainable artificial intelligence as in this work the Random Forest algorithm is applied. The findings show the better performance at smile recognition in comparison to recognition of the blink exercises.

References

    Issue

    Complex Control Systems, vol. 4, issue 1, pp. 36-40, 2022, Bulgaria, ИР-БАН, ISBN ISSN: 2603-4697 (Online)

    Copyright ИР-БАН

    Вид: статия в списание, публикация в реферирано издание