Strokes are a growing cause of mortality and many stroke survivors suffer from motor impairment as well as other types of disabilities in their daily life activities. To treat these sequelae, motor imagery (MI) based brain-computer interface (BCI) systems have shown potential to serve as an effective neurorehabilitation tool for post-stroke rehabilitation therapy. In this review, different MI-BCI based strategies, including “Functional Electric Stimulation, Robotics Assistance and Hybrid Virtual Reality based Models,” have been comprehensively reported for upper-limb neurorehabilitation. Each of these approaches have been presented to illustrate the in-depth advantages and challenges of the respective BCI systems. Additionally, the current state-of-the-art and main concerns regarding BCI based post-stroke neurorehabilitation devices have also been discussed. Finally, recommendations for future developments have been proposed while discussing the BCI neurorehabilitation systems.


    Access

    Download


    Export, share and cite



    Title :

    Review on motor imagery based BCI systems for upper limb post-stroke neurorehabilitation: From designing to application


    Contributors:

    Publication date :

    2020-01-01


    Remarks:

    Khan , M A , Das , R , Iversen , H K & Puthusserypady , S 2020 , ' Review on motor imagery based BCI systems for upper limb post-stroke neurorehabilitation: From designing to application ' , Computers in Biology and Medicine , vol. 123 , 103843 . https://doi.org/10.1016/j.compbiomed.2020.103843



    Type of media :

    Article (Journal)


    Type of material :

    Electronic Resource


    Language :

    English



    Classification :

    DDC:    629



    Review on motor imagery based BCI systems for upper limb post-stroke neurorehabilitation:From designing to application

    Khan, Muhammad Ahmed / Das, Rig / Iversen, Helle K. et al. | BASE | 2020

    Free access

    A Novel Robot Neurorehabilitation for Upper Limb Motion

    Zhang Xiu-feng, / Ji Lin-hong, / Guo Li-yun, | IEEE | 2005


    A review of robotics in neurorehabilitation: towards an automated process for upper limb.

    Oña Simbaña, Edwin Daniel / Cano de la Cuerda, Roberto / Sanchez-Herrera, P. et al. | BASE | 2018

    Free access

    Kinect-based occupational therapy virtual environment for functional neurorehabilitation of the upper limb

    Molina, F. / Gómez, C. / Ontiveros, J. et al. | BASE | 2015

    Free access

    Upper-Limb Exoskeletons for Stroke Rehabilitation

    Ambrosini E. / Dalla Gasperina S. / Gandolla M. et al. | BASE | 2020

    Free access