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Related Experiment Video

Updated: Jul 10, 2026

Brain-Computer Interface-controlled Upper Limb Robotic System for Enhancing Daily Activities in Stroke Patients
06:11

Brain-Computer Interface-controlled Upper Limb Robotic System for Enhancing Daily Activities in Stroke Patients

Published on: April 18, 2025

Advancing stroke rehabilitation: the potential and challenges of closed-loop brain-computer interface technology.

Yan Cheng1, Xiangkui Guo1, Lijia Dong1

  • 1Department of Rehabilitation Medicine, People's Hospital of Leshan, Leshan, Sichuan, China.

Frontiers in Neurology
|July 9, 2026
PubMed
Summary

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Scientific reports·2026

Closed-loop brain-computer interfaces (BCIs) show promise for stroke rehabilitation by aiding motor and cognitive recovery. This review highlights their potential and challenges for future clinical application.

Area of Science:

  • Neuroscience
  • Rehabilitation Medicine
  • Biomedical Engineering

Background:

  • Stroke is a major cause of long-term disability.
  • Closed-loop brain-computer interfaces (BCIs) offer neuromodulation for cortical reconstruction.
  • This review examines BCI advancements in post-stroke rehabilitation.

Purpose of the Study:

  • To systematically review clinical advancements in closed-loop BCIs for stroke.
  • To explore neural mechanisms and challenges of these systems.
  • To assess their role in post-stroke recovery.

Main Methods:

  • Systematic literature search following PRISMA guidelines.
  • Qualitative synthesis due to methodological heterogeneity.
  • Inclusion of 42 studies meeting closed-loop BCI criteria.
Keywords:
closed-loop brain-computer interfacecognitive functionmotor functionneuroplasticitystroke rehabilitation

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Motor Imagery Brain-Computer Interface in Rehabilitation of Upper Limb Motor Dysfunction After Stroke
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Motor Imagery Brain-Computer Interface in Rehabilitation of Upper Limb Motor Dysfunction After Stroke

Published on: September 1, 2023

Related Experiment Videos

Last Updated: Jul 10, 2026

Brain-Computer Interface-controlled Upper Limb Robotic System for Enhancing Daily Activities in Stroke Patients
06:11

Brain-Computer Interface-controlled Upper Limb Robotic System for Enhancing Daily Activities in Stroke Patients

Published on: April 18, 2025

Motor Imagery Brain-Computer Interface in Rehabilitation of Upper Limb Motor Dysfunction After Stroke
09:42

Motor Imagery Brain-Computer Interface in Rehabilitation of Upper Limb Motor Dysfunction After Stroke

Published on: September 1, 2023

Main Results:

  • BCIs with actuators aid motor recovery via functional rebalancing.
  • Neurofeedback shows potential for cognitive function improvement.
  • Safety profiles are generally favorable, with mild side effects for non-invasive and controllable risks for invasive systems.

Conclusions:

  • Closed-loop BCIs represent a novel neuromodulation strategy for stroke.
  • Further research requires multicenter RCTs and AI integration.
  • Standardized outcomes are crucial for clinical translation.