The future of neurological screening
Not for clinical use. For research and education only.
Depth-powered tremor screening in minutes—on a phone.
NeuroCadence uses LiDAR/depth sensing and machine learning to quantify subtle hand micro-motion across guided tasks—producing posture-aware tremor signatures and confidence-scored motor indicators.
Mobile-First
Works on any phone with depth sensors—no specialized equipment needed
Fast Results
Complete assessment in minutes, not hours or days
Clinical-Grade
Precise, objective measurements with confidence scoring
The Urgency
Neurological disorders are a massive, growing burden—and early signals are often missed.
people living with neurological conditions worldwide (2021)
— WHO
people affected by dementia globally
— WHO
people living with Parkinson's disease (2019)
— WHO
new dementia cases every year
— WHO
Why early matters
Dementia
There's no cure for dementia, but earlier identification can unlock support, symptom treatments, and planning that improves quality of life.
Parkinson's
Guidelines recommend evidence-based therapy even in early stages when symptoms impact quality of life.
Why current workflows don't scale
MRI and specialist assessment are powerful—but hard to access at population scale.
Expensive Infrastructure
MRI scanners cost $1–$3M per unit and require dedicated facilities and trained staff.
Limited Accessibility
Diagnostic backlogs and long wait times plague health systems globally, from England to Ireland.
Scalability Challenge
Current workflows can't reach populations at risk—especially in underserved regions.
The Takeaway
The world needs fast, low-friction, repeatable screening and objective motor quantification—outside the hospital.
Sources: NYU Langone Health (MRI costs), NHS England (diagnostic waiting times)
NeuroCadence turns depth video into a tremor signature—fast.
One-line explainer
Capture
Record depth video using phone's LiDAR/depth sensor
3D Tracking
Real-time 3D finger tracking with sub-millimeter precision
Posture Analysis
Separate rest, postural hold, and kinetic states
Indicators
Confidence-scored tremor signatures and motor metrics
What NeuroCadence measures
Tremor frequency + amplitude within defined tremor band
Differences across posture states (rest vs hold vs kinetic)
Kinetic task metrics (tapping decrement, hesitations)
Confidence scoring based on depth reliability + occlusion + motion artifacts
Fast. Accessible. Objective.
Clinical-grade motor quantification using the device already in your pocket.
Why we win
Defensibility in plain English—the technology that sets us apart.
Posture-conditioned analytics
We don't treat tremor as one signal. We separate rest, postural hold, and kinetic states and compute features only from validated windows within each state.
Pose-anchored local finger frames
We transform motion into anatomical finger-aligned coordinates to isolate involuntary micro-motion from voluntary pose changes.
Quality-gated measurement
Confidence maps, occlusion detection, and wrist-motion artifact checks prevent low-quality frames from contaminating results—every indicator ships with a confidence score.
Depth modality selection & normalization
Works across devices by selecting the best available depth source (LiDAR > stereo > monocular depth inference) and normalizing everything into a uniform depth + confidence representation.
Longitudinal tracking
Session-to-session comparison supports progression and response-to-intervention monitoring in research workflows.
Built for real-world deployment
Every design decision optimizes for accuracy, reliability, and scale.
Use cases
Where this fits—from hospitals to clinical trials, research labs to public health.
Hospitals & Clinics
Pre-screening, triage support, and follow-up monitoring
- ✓Fast initial screening before specialist referral
- ✓Objective triage prioritization
- ✓Remote follow-up between appointments
Health Agencies
Scalable screening programs and population monitoring
- ✓Community-based screening initiatives
- ✓Epidemiological surveillance
- ✓Public health impact assessment
Clinical Trials & Pharma
Objective digital motor endpoints and remote assessments
- ✓Standardized motor outcome measures
- ✓Decentralized trial participation
- ✓Real-world evidence collection
Research Labs
Standardized tasks and reproducible signals
- ✓Validated motor assessment protocols
- ✓Cross-study comparison
- ✓Open data integration
One platform. Infinite applications.
Social Impact
Earlier signals. Wider access. Lower friction.
By leveraging commodity sensors already in pockets, NeuroCadence is designed to help expand access to neurological motor assessment—especially where specialist equipment and appointments are scarce.
Earlier Signals
Detect subtle motor changes before they become clinical concerns
Wider Access
Bring screening to communities where specialist equipment is scarce
Lower Friction
Minutes instead of months. A phone instead of a facility.
"Democratizing neurological screening—one phone at a time."
Our mission is to make objective motor assessment accessible to everyone, everywhere—empowering early detection, informed decisions, and better outcomes for neurological health worldwide.
Bring objective motor measurement to the real world.
Join the future of neurological screening. Request a demo or partner with us today.
Not for clinical use. For research and education only.