Neurorehabilitation researchBeta

Stroke rehabilitation movement analysis from standard video

Measure upper-limb and walking tasks used in stroke rehabilitation research, with video outputs that remain available for therapist and rater review.

Clinical researchRehabilitationLongitudinal studiesLab capture
Research participant performing a seated reaching task for stroke rehabilitation movement analysis.
Study measures

What the camera can measure

These outputs are designed for study comparison, rater review, and statistical analysis. They are not diagnostic claims.

Reach duration

hand path from rest to target contact

Trunk compensation

trunk lean and shoulder displacement during reach

Path smoothness

hand trajectory, velocity, and movement interruptions

Gait asymmetry

left/right stance, swing, and step timing

Study setup

Build the task around your protocol

ConductVision works best when the task, camera setup, annotations, and export fields are defined before the first participant visit.

Task presets

  • seated reaching
  • reach-to-grasp
  • sit-to-stand
  • short walkway gait
  • turning

Researcher annotations

  • affected side
  • time since stroke
  • therapy dose
  • assistive device
  • rater notes

Export fields

  • reach duration
  • trunk compensation
  • hand path
  • gait asymmetry
  • task repetitions

Camera setup

Frontal or oblique camera for upper-limb tasks; sagittal or diagonal view for gait and transfers.

Outcome table

Metrics, video signals, and comparators

Metric
Reach duration
Video signal
hand path from rest to target contact
Interpretation
task speed and execution consistency
Comparator
Wolf Motor Function Test task timing
Trunk compensation
Video signal
trunk lean and shoulder displacement during reach
Interpretation
compensatory movement strategy
Comparator
upper-limb kinematic analysis
Path smoothness
Video signal
hand trajectory, velocity, and movement interruptions
Interpretation
motor control quality during reaching
Comparator
Fugl-Meyer-aligned kinematic measures
Gait asymmetry
Video signal
left/right stance, swing, and step timing
Interpretation
walking recovery and side-to-side difference
Comparator
instrumented gait analysis

What is established

Upper-limb reaching, task timing, gait asymmetry, and functional movement scales are established outcomes in stroke rehabilitation research.

What ConductVision quantifies

ConductVision turns visible arm, trunk, and gait motion into repeatable measurements that can be reviewed alongside therapist ratings.

What still needs validation

Mapping video-derived measures to impairment scales or responder definitions requires cohort-specific validation and rater agreement checks.

Data export

Reviewable data for analysis teams

Exports are built for study notebooks, statistical analysis, and rater review. The video remains available for audit when the protocol allows it.

CSV task summary by participant, visit, and session
Frame-level landmark coordinates with confidence values
Event timestamps for starts, stops, repetitions, pauses, and task phases
JSON review files for overlays, researcher notes, and audit history
Evidence

Scientific context for the task family

These links point to the measurement areas researchers commonly use when validating a protocol.

Research-use measurement note

ConductVision outputs are research-use measurements unless a customer has completed their own clinical validation, regulatory review, and intended-use controls. The study team remains responsible for consent, privacy, camera calibration, rater review, and clinical interpretation.

Talk to a human movement specialist

Bring stroke rehabilitation into a real study protocol

Share the task, participant population, camera constraints, and outcomes you need to compare. We will help map what can be measured and what needs validation.