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Updated: Feb 28, 2026

Brain-Computer Interface-controlled Upper Limb Robotic System for Enhancing Daily Activities in Stroke Patients
Published on: April 18, 2025
Robotic devices and brain-machine interfaces for hand rehabilitation post-stroke
Alistair C McConnell1, Renan C Moioli, Fabricio L Brasil
1MACS, Heriot-Watt University, EH14 4AS Edinburgh, United Kingdom. acm9@hw.ac.uk.
Robotic hand physiotherapy, including brain-machine interfaces, offers personalized options for stroke rehabilitation. This review details device advancements and integration challenges for improved patient recovery.
Area of Science:
- Biomedical Engineering
- Rehabilitation Science
- Neuroscience
Background:
- Stroke rehabilitation increasingly utilizes personalized and at-home treatment options.
- Robotic-aided hand physiotherapy has seen rapid device development for stroke recovery.
- Brain-machine interfaces (BMIs) are emerging as key technologies in this field.
Purpose of the Study:
- To review the current state of robotic-aided hand physiotherapy for post-stroke rehabilitation.
- To examine the integration of brain-machine interfaces (BMIs) in these systems.
- To identify device design strategies and recovery outcome improvements.
Main Methods:
- A comprehensive review of robotic-aided hand physiotherapy devices and BMI systems.
- Analysis of 110 commercial and non-commercial hand and wrist devices.
- Focus on end-effector and exoskeleton designs and their control strategies.
Main Results:
- Evidence supports the efficacy of incorporating BMIs in stroke rehabilitation.
- Robotic devices, including exoskeletons and end-effectors, show promise for hand recovery.
- Challenges exist in integrating robotic rehabilitation into existing healthcare systems.
Conclusions:
- Robotics offers novel insights for physiotherapy practice in stroke recovery.
- This review can guide system designers in developing advanced rehabilitation devices.
- Personalized robotic solutions, including BMIs, are crucial for future stroke rehabilitation.
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