B

BCICaseLab

Case Study

Tele-Neuro Rehabilitation

Remote Motor Recovery Studio

A distributed platform synchronizing motor imagery training with haptic robotics. Stroke survivors in rural hubs coordinate with therapists in urban hospitals using brain-computer interfaces that adapt to cognitive load in real time.

Regions

Jakarta · Oslo · Nairobi

Signals

Motor imagery EEG

Reach

1,200 participants

Clinical Workflow

Participants receive wearable EEG headsets paired with lightweight actuators. Guided sessions prompt imagined limb movement while algorithms decode intent and drive robotic exosleeves. Progress dashboards share live biofeedback with clinicians, who calibrate difficulty through shared cloud workspaces.

Program Highlights

  • 3D-printed interface shells optimized for tropical and arctic climates.
  • AI-assisted scheduling that matches therapists to participant rhythms.
  • Safety telemetry that alerts clinicians to fatigue signals before they manifest physically.
  • Multilingual coaching library co-created with survivors for culturally resonant cues.

Outcomes

Motor Scores

+27%

Average improvement after 14 weeks of hybrid sessions.

Drop-off Rate

6%

Significant reduction due to adaptive pacing and remote support.

Clinician Network

84

Licensed practitioners collaborating through shared protocols.

Ethical Architecture

The studio established a health equity charter mandating patient governance boards in each region. Data minimization ensures only necessary EEG features leave the local device, while differential privacy shields aggregated outcomes shared for research.

Consent: Video walkthroughs and community interpreters support informed choice.

Continuity: Participants retain exosleeves post-program with open maintenance guides.

Audit: An impartial board reviews algorithms quarterly to prevent bias drift.

Next Steps

Expansion plans focus on integrating speech intent decoding for aphasia therapy and partnering with universities to certify remote clinicians. New modules will analyze gait and fine motor control in real time for personalized rehab narratives.