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Research on EEG-fNIRS Brain-Computer Interface for Upper Limb Motor Function Rehabilitation in Hemorrhagic Stroke

Research on Multimodal EEG-fNIRS-Based Brain-Computer Interface for Motor Decoding and Motor Rehabilitation in Hemorrhagic Stroke Patients?

Status
Active, not recruiting
Phases
Unknown
Study type
Interventional
Source
ChiCTR
Registry ID
ChiCTR2600122859
Enrollment
Unknown
Registered
2026-04-20
Start date
2025-09-01
Completion date
Unknown
Last updated
2026-04-27

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Intracerebral Hemorrhage

Interventions

Experimental Group:Multimodal brain-machine interfaces combined with functional electrical stimulation
Control Group:Default mode functional electrical stimulation

Sponsors

Tongji Hospital, Tongji Medical College ,Huazhong University of Science and Technology
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to 70 Years

Inclusion criteria

Inclusion criteria: 1.First onset, diagnosed as hemorrhagic stroke, in accordance with the definition of stroke in the "Key Points for the Diagnosis of Major Cerebrovascular Diseases in China 2019". 2.Vital signs are stable, disease duration >=6 months; condition is stable, consciousness is clear; no communication barriers. 3.A Mini-mental State Examination (MMSE) score of >=20 indicates the ability to understand instructions and cooperate with BCI training. 4.Unilateral limb paralysis, with the affected upper limb at Brunnstrom stages II to V, and modified Ashworth scale (MAS) for elbow flexor muscles and wrist flexor muscles at grade = 25 points or a Kinaesthetic and Visual Imagery Questionnaire (KVIQ-20) score>= 55 points.

Exclusion criteria

Exclusion criteria: 1.Age 70 years; 2.End-stage malignant disease; post-stroke disuse syndrome; history of seizures; 3.Serious cognitive impairments and a Mini-Mental State Examination (MMSE) score of less than 20 points, with hearing impairments, visual impairments, aphasia, and other disabilities that cannot cooperate with training. 4.Unable to complete MRI examination (such as claustrophobia or implanted metal devices, etc.); 5.Suffering from neuromuscular diseases that affect the motor function of the upper limbs, such as limb fractures, peripheral neuropathy, muscle injuries, etc. 6.Patients with severe upper limb dysfunction, unable to measure the motor evoked potentials (MEP) of the affected cerebral area. 7.Clear history of other cognitive disorders, such as Alzheimer's disease, Parkinson's disease, etc.

Design outcomes

Primary

MeasureTime frame
EEG;ARAT;Brain fNIRS imaging;FMA-UE;

Secondary

MeasureTime frame
Improved Ashworth Rating Scale;SDS;Mini-mental State Examination, MMSE;PRPS;Modified Barthel Index Scores (MBI);Brunnstrom classification;fMRI;Montreal Cognitive Assessment, MoCA;HGRT;KVIQ;SAS;

Countries

China

Contacts

Public ContactZhouping Tang

Tongji Hospital, Tongji Medical College ,Huazhong University of Science and Technology

ddjtzp@163.com+86 27 6363 9923

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: May 1, 2026