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Updated: Oct 22, 2025

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Brain-Computer Interface-controlled Upper Limb Robotic System for Enhancing Daily Activities in Stroke Patients
Published on: April 18, 2025
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BEAGLE-A Kinematic Sensory System for Objective Hand Function Assessment in Technology-Mediated Rehabilitation
Summary
The BEAGLE system, a novel hand function assessment tool, effectively tracked kinematic movements in stroke survivors. It demonstrated significant improvements in hand function during combined therapy, showing potential for clinical rehabilitation.
Area of Science:
- Rehabilitation Engineering
- Biomedical Engineering
- Neurorehabilitation
Background:
- Hand impairment significantly impacts quality of life after stroke.
- Objective and sensitive assessment tools are crucial for effective rehabilitation.
- Current methods may lack precision in quantifying hand function recovery.
Purpose of the Study:
- To introduce the BEAGLE system for kinematic tracking of hand and finger movements.
- To evaluate the efficacy and feasibility of the BEAGLE system in subacute stroke survivors.
- To assess the system's ability to detect changes in hand function compared to clinical scales.
Main Methods:
- Developed the BEAGLE system with inertial sensors for kinematic tracking and range of motion (ROM) estimation.
- Conducted a pilot study with ten subacute stroke survivors over two therapy cycles.
- Assessed hand function using BEAGLE ROM estimates and clinical measures (Fugl-Meyer, Action Research Arm Test).
Main Results:
- BEAGLE ROM assessments showed sensitivity comparable to standardized clinical scales.
- Statistically significant improvements in all observed measures occurred during the second therapy cycle (conventional + functional electrical stimulation).
- No significant improvements were observed during the first therapy cycle (conventional therapy alone).
Conclusions:
- The BEAGLE system provides objective and sensitive hand function assessment.
- Combined therapy (conventional + FES) significantly enhances hand function recovery in subacute stroke.
- The BEAGLE system shows promise for integration into clinical rehabilitation workflows.

