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NCT Number: NCT07585058

Safety and Efficacy of Early Non-invasive Brain-Computer Interface-Based Rehabilitation in Acute Ischemic Stroke

This is a single-center, prospective, randomized, sham-controlled pilot clinical study designed to evaluate the efficacy, safety, and feasibility of early non-invasive electroencephalography-based brain-computer interface (EEG-BCI) rehabilitation training in patients with acute ischemic stroke.

Eligible participants are adults aged 18 to 80 years with acute ischemic stroke, unilateral upper extremity motor impairment on the dominant-hand side, a baseline Fugl-Meyer Assessment of the Upper Extremity (FMA-UE) score of 10 to 50, and confirmed clinical stability 48 to 72 hours after stroke onset.

Participants will be randomly assigned in a 1:1 ratio to receive either real EEG-BCI training plus standard early rehabilitation or sham BCI training plus standard early rehabilitation. Both groups will receive 10 days of training, with two sessions per day and approximately 30 minutes per session.

The primary outcome is the change in FMA-UE score from baseline to 30 days after randomization. Secondary outcomes include changes in FMA-UE, Action Research Arm Test (ARAT), National Institutes of Health Stroke Scale (NIHSS), Modified Barthel Index (MBI), and modified Rankin Scale (mRS). Safety outcomes include symptomatic intracranial hemorrhage, any intracranial hemorrhage, neurological deterioration, seizures, falls, cardiovascular events, and training-related adverse events.

This pilot study aims to provide preliminary evidence regarding the feasibility, safety, and potential efficacy of early EEG-BCI rehabilitation after acute ischemic stroke and to inform the design of future multicenter randomized controlled trials.

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Key information

Who can participate

Healthy volunteers accepted: No

Only the study team can determine whether someone qualifies for participation.

Inclusion criteria

  • Age 18 to 80 years.
  • Diagnosis of acute ischemic stroke.
  • Stroke onset to randomization within 48 to 72 hours.
  • Meets predefined clinical stability criteria before randomization.
  • Unilateral upper extremity motor impairment on the dominant-hand side.
  • Baseline Fugl-Meyer Assessment of the Upper Extremity (FMA-UE) score between 10 and 50.
  • Pre-stroke modified Rankin Scale (mRS) score ≤2.
  • Written informed consent obtained from the participant or legally authorized representative.

Treatment and study plan

Real EEG-BCI Training

Device

Non-invasive EEG-based brain-computer interface training combined with standard early rehabilitation. The intervention includes EEG signal acquisition, motor intention decoding, and real-time virtual hand feedback. Participants perform upper extremity motor imagery or motor attempt tasks. Training is delivered twice daily for approximately 30 minutes per session for 10 consecutive days.

Sham BCI Training

Device

Sham BCI training designed to maintain participant masking. The procedure matches real EEG-BCI training in device setup, training environment, frequency, duration, and workflow, but the feedback is not linked to the participant's real-time EEG motor intention decoding.

Standard Early Rehabilitation

Behavioral

Participants in both groups will receive standard early rehabilitation according to clinical practice, including appropriate physical therapy, occupational therapy, task-oriented training, positioning, and other routine rehabilitation interventions.

Primary outcomes

  1. Change in Fugl-Meyer Assessment of the Upper Extremity (FMA-UE) Score From Baseline to Day 30

    Time frame: Baseline to Day 30 after randomization

    The primary outcome is the change in FMA-UE score from baseline (T0) to 30 days after randomization. The FMA-UE evaluates upper extremity motor function after stroke, with scores ranging from 0 to 66. Higher scores indicate better upper extremity motor function. Change score is calculated as the FMA-UE score at Day 30 minus the baseline FMA-UE score.

Secondary outcomes

  1. Fugl-Meyer Assessment of the Upper Extremity (FMA-UE) Score

    Time frame: Baseline, Day 10, Day 30, and Day 90

    Upper extremity motor function will be assessed using the FMA-UE. The total score ranges from 0 to 66, with higher scores indicating better motor function.

  2. Action Research Arm Test (ARAT) Score

    Time frame: Baseline, Day 30, and Day 90

    Upper extremity activity performance will be assessed using the ARAT. The total score ranges from 0 to 57, with higher scores indicating better upper limb functional ability.

  3. National Institutes of Health Stroke Scale (NIHSS) Score

    Time frame: Baseline, Day 10, and Day 30

    Neurological impairment will be assessed using the NIHSS. Scores range from 0 to 42, with higher scores indicating greater neurological deficit.

  4. Modified Rankin Scale (mRS) Score

    Time frame: Day 90

    Global functional outcome will be assessed using the modified Rankin Scale. Scores range from 0 to 6, with higher scores indicating greater disability.

  5. Modified Barthel Index (MBI) Score

    Time frame: Day 30 and Day 90

    Activities of daily living will be assessed using the Modified Barthel Index. Higher scores indicate better functional independence.

Other outcomes

  1. Training Completion Rate

    Time frame: During the 10-day intervention period

    Feasibility outcome defined as the proportion of completed EEG-BCI or sham BCI training sessions among the planned 20 sessions.

  2. Effective Training Duration

    Time frame: During the 10-day intervention period

    Feasibility outcome defined as the cumulative duration of completed valid BCI training sessions during the intervention period.

  3. EEG Signal Quality and BCI Performance Metrics

    Time frame: During the 10-day intervention period

    Feasibility outcome assessing EEG acquisition quality and available BCI performance metrics, including signal quality and classification accuracy when available.

  4. Follow-up completion rate

    Time frame: Through Day 90

    Feasibility outcome defined as the proportion of randomized participants who complete scheduled outcome assessments through Day 90.

  5. Protocol deviation rate

    Time frame: From randomization through Day 90

    Feasibility outcome defined as the proportion of participants with one or more protocol deviations.

  6. Incidence of symptomatic intracranial hemorrhage

    Time frame: From baseline through Day 90

    Safety outcome defined as the occurrence of symptomatic intracranial hemorrhage after randomization.

  7. Incidence of any intracranial hemorrhage

    Time frame: From baseline through Day 90

    Safety outcome defined as the occurrence of any type of intracranial hemorrhage after randomization.

  8. Incidence of neurological deterioration

    Time frame: From baseline through Day 90

    Safety outcome defined as clinically relevant neurological worsening after randomization, such as an increase in NIHSS score of 4 or more points without another clear explanation.

  9. Incidence of seizures

    Time frame: From baseline through Day 90

    Safety outcome defined as the occurrence of seizure events after randomization.

  10. Incidence of Falls or Injuries

    Time frame: From baseline through Day 90

    Safety outcome defined as the occurrence of falls during the study period.

  11. Incidence of Cardiovascular and Vital Sign Events

    Time frame: From baseline through Day 90

    Safety outcome defined as the occurrence of clinically relevant blood pressure instability or cardiac arrhythmia events during the study period.

  12. Incidence of training-related discomfort

    Time frame: During the 10-day intervention period

    Safety outcome defined as the occurrence of training-related discomfort, including fatigue, headache, dizziness, nausea, skin irritation, or other discomfort associated with the intervention.

  13. Incidence of serious adverse events

    Time frame: From baseline through Day 90

    Safety outcome defined as the occurrence of serious adverse events (SAEs), including death, life-threatening events, hospitalization or prolongation of hospitalization, persistent or significant disability, or other medically important events.

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Sponsors and collaborators

Lead sponsor

Shandong Provincial Hospital

Other Gov

Registry information

Official study title

Safety and Efficacy of Early Non-invasive Brain-Computer Interface-Based Rehabilitation Training in Patients With Acute Ischemic Stroke: The SeeBCI Study

Acronym: SeeBCI

Important dates

Study start
2026
Primary completion
2027
Study completion
2027
First posted
May 13, 2026
Registry last updated
Sep 25, 2026

OpenTrials presents study information sourced from ClinicalTrials.gov. The official registry record should be consulted for the latest information.

View the official ClinicalTrials.gov record (opens in a new tab)

This listing is for discovery and informational purposes only. It is not medical advice, does not guarantee that a study is recruiting, and does not determine eligibility. Contact the study team and a qualified healthcare professional when considering participation.

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