Closed-loop brain-muscle control with a wrist-hand rehabilitation robot after stroke
Official title: Closed-loop Sensorimotor Integrated (CSMI) Control in Exoneuromusculoskeleton (ENMS) for Precise Wrist-hand Rehabilitation After Stroke
Run by The Hong Kong Polytechnic University · NCT07737431 · Data updated 2026-11-12
In people with chronic stroke, this study tests whether a wrist-hand rehab robot guided by both brain signals and muscle activity helps more than muscle-driven control alone.
Quick facts
| Study type | Interventional |
|---|---|
| Ages | 30 Years to 70 Years |
| Sex | All |
| Enrollment | 48 (estimated) |
| Sponsor | The Hong Kong Polytechnic University Academic / other |
| Locations | 1 site (Hung Hom, Kowloon) |
| Status | Recruiting |
| Started | January 1, 2025 |
| Main results expected | December 31, 2027 |
| Study ends | December 31, 2027 |
| Registry record updated | August 3, 2026 |
| Trial ID | NCT07737431 on ClinicalTrials.gov |
Is this trial a fit for you?
✓Likely a good fit
Adults aged 30–70 years, at least 6 months post-stroke with moderate to severe paretic wrist-hand function and measurable EMG activity.
✕Probably not a fit
Individuals without detectable brain-muscle integration signals or with exclusion criteria may experience no additional benefit.
A plain-English reading of the study's rules. Only the study team can confirm whether you qualify.
What this trial studies
This randomized controlled trial will compare two approaches to wrist-hand rehabilitation with an exoneuromusculoskeleton: one using combined brain and muscle signals to guide electrical stimulation and robotic assistance, and another using muscle activity alone. Forty-eight participants with chronic unilateral stroke and moderate to severe wrist-hand impairment will receive 20 rehab sessions. Outcomes will show whether brain-muscle control provides superior improvements in motor function over EMG-driven control. The study will be conducted at The Hong Kong Polytechnic University.
Why it matters
Potential benefit: If successful, patients may experience greater improvements in wrist and hand function and faster recovery after stroke.
How similar studies have gone: Earlier research suggests brain-muscle–informed approaches can enhance motor recovery in other neurorehabilitation settings, but this exact combination is being tested.
Who can join: the full rules
Show full inclusion / exclusion criteria
Inclusion Criteria: 1. at least 6 months after the onset of a unilateral lesion due to stroke; 2. moderate to severe motor disability in the paretic wrist-hand joints (6\<Fugl-Meyer Wrist-Hand Assessment (FMAWH)\<14) and spasticity in wrist-hand (Modified Ashworth Score (MAS) ≤3); 3. sensory impairment on their affected forearm with a score of 1 measured by the sensation part of light touch in the FMA; 4. maximal voluntary contraction (MVC) with detectable EMG (3 times of the standard deviation above the resting EMG baseline) in the muscle union of the flexor digitorum and flexor carpi radialis (FD-FCR) and that of the extensor digitorum and extensor carpi ulnaris (ED-ECU); 5. sufficient cognition to follow experimental instructions (Mini-Mental State Examination score \>21); 6. aged from 30 to 70 years. Exclusion Criteria: 1. currently pregnant; 2. dysphasia (language deficiency); 3. skull implantation; 4. post-stroke neglect; 5. pacemaker implantation; 6. involved in drug studies, other clinical trials, or concurrent medication/occupational/physical treatments on the upper limb; 7. the overall medical condition not suitable for the training (e.g., severe cardiac problem, unstable blood pressure, etc.).
Where it's running
-
The Hong Kong Polytechnic University
Hung Hom, Kowloon, Hong Kong Recruiting
Study contacts
- Study coordinator: Xiaoling Hu, Phd
- Email: xiaoling.hu@polyu.edu.hk
- Phone: 852 3400 3206
Similar studies
Other studies for the same condition or treatment. Recruiting studies are listed first.
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This project will test whether a detailed health and sample-collection approach (deep phenotyping) is practical and acceptable for people aged 18–55 who have had a stroke.
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This study is testing whether using a patient's own stem cells can help people with long-term stroke recovery feel better and improve their daily functioning.
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AI-based tools to help diagnose, treat and predict stroke outcomes across multiple hospitals
This study tests AI-powered tools on real-world stroke patients to see if they can improve pre-hospital triage, diagnosis, and outcome prediction while data stay securely within each hospital.
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Web-based therapy using action observation and mirror therapy for arm weakness after stroke
This trial tests whether a mobile telerehabilitation app delivering action observation therapy (AOT) alone or combined AOT with mirror therapy (AOT-MT) can improve upper limb function in people with subacute stroke.
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Remote Ischaemic Conditioning for Fatigue After Stroke 2
Aat least 12 weeks after stroke, adults with post-stroke fatigue will try a simple hand-arm cuff treatment at home to see if it helps reduce fatigue.
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In adults who recently had a stroke, the study tests whether adding computerized cognitive exercises to balance training improves balance and other recovery outcomes.
How to take part
- Review the eligibility criteria above with your treating physician.
- Check the official listing on ClinicalTrials.gov for the latest contact details and recruitment status.
- Contact the study coordinator or principal investigator to ask for pre-screening. Pre-screening is free and never obligates you to enroll.