Clinical Validation Foundation
Mindset Medical builds on extensive research using
camera-based vital sign measurement across diverse populations and conditions. Multi-site studies
demonstrate performance against clinical
reference standards.
Research Pipeline
Development journey
Worldwide Data Collection
15k+ subjects for AI training
Validation
1k+ subjects for pre-clinical and clinical studies
Enterprise Scale
10M+ scans
~15k
AI Training Set
10M+
Scans
1k+
Subjects
Validation Studies
Establishing the foundation for camera-based vital sign measurements
Pulse Rate
Based on clinical testing, the Mindset Medical device achieved an accuracy of ±1 beats per minute ARMS compared to an electrocardiogram device over a heart range of 49-103 bpm.
Respiratory Rate
Based on clinical testing, the Mindset Medical device achieved an accuracy of ±1 breaths per minute ARMS compared to a capnography device over a breathing range of 8-30 bpm.
Blood Pressure
Mindset Medical is currently working on clinical validation for blood pressure.
Validation Pillars
Three foundations underpinning every measurement clinical rigor, inclusive design, and production proof.
Clinical Validation
Ensuring standards are met by testing against the gold standard of validated devices.
Inclusive Performance
All Fitzpatrick skin tones are validated with adaptive algorithms. Diverse demographics tested from research inception — not an afterthought.
Enterprise Scale
10M+ production scans across US healthcare systems. Consistent performance achieved at scale with real-world patient populations.
Research Pipeline
From validated clinical performance to expanding capabilities.
Pulse Rate Validation
50-130 ±3 bpm with clinical accuracy, validated against an ECG device.
Respiratory Rate Validation
8-30 ±3 bpm with clinical accuracy, validated against a capnography device.
Population Diversity
Fitzpatrick I–VI skin tones, motion, and environments validated
Production Scale
10M+ real-world scans across US healthcare systems
Expanded Vital Signs
Additional measurement modalities in clinical research
Blood Pressure Validation
Clinical range performance vs. Upper Arm Cuff
Clinician Collaboration & Continuous Improvement
US-based research with ongoing research programs
4
Complete
1
Active
1
Planned
Frequently Asked Questions
Common questions about our clinical validation research.
Ready to review complete
validation data?
Mindset Medical: Research-Driven Clinical Measurement.