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Can Children With Perinatal Stroke Use a Simple Brain Computer Interface?

Zeanna Jadavji1,2,3, Jack Zhang1,2,3, Brett Paffrath1,2,3

  • 1Calgary Pediatric Stroke Program (Z.J., J.Z., B.P., E.Z., A.K.), Cumming School of Medicine, University of Calgary, Canada.

Stroke
|May 27, 2021
PubMed
Summary

Children with perinatal stroke can effectively use brain-computer interfaces (BCIs) for basic tasks. This finding opens new avenues for rehabilitation technologies for hemiparetic cerebral palsy.

Keywords:
brainbrain computer interfacecerebral palsyelectroencephalography magnetic resonance imaging

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Area of Science:

  • Neuroscience
  • Rehabilitation Medicine
  • Biomedical Engineering

Background:

  • Perinatal stroke is a primary cause of hemiparetic cerebral palsy, leading to significant lifelong disability.
  • Current motor rehabilitation options are limited, particularly for severely affected children.
  • Brain-computer interfaces (BCIs) offer a novel approach by translating brain activity into device control.

Purpose of the Study:

  • To evaluate the capability of children with perinatal stroke to operate a simple brain-computer interface (BCI).
  • To assess BCI competence using specific mental imagery strategies and tasks.

Main Methods:

  • Twenty-one children with perinatal stroke and 24 typically developing controls were enrolled.
  • Participants underwent two training sessions on an EEG-based BCI, using motor or goal-oriented imagery for two distinct tasks.
  • BCI competence was measured using Cohen Kappa, with a score >0.40 indicating proficiency.

Main Results:

  • BCI performance was comparable between children with perinatal stroke (mean Kappa=0.39) and controls (mean Kappa=0.42).
  • No significant performance differences were found based on stroke type (venous vs. arterial).
  • Over 90% of stroke participants achieved competency in at least one task-strategy combination.

Conclusions:

  • Children with perinatal stroke can attain proficiency with simple BCI systems.
  • This research supports the potential of BCIs for future rehabilitation strategies.
  • Exploration of BCI-functional electrical stimulation systems is a promising direction for treating hemiparesis and cerebral palsy.