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Clinical Validation

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A Camera Can Estimate a Pulse. Clinical Readiness Is a Different System.

A Camera Can Estimate a Pulse. Clinical Readiness Is a Different System.

Camera-based pulse estimation can be technically real without being clinically ready. The difference is a complete system of intended use, validation, failure handling, and bounded claims.

Jul 21, 2026 16 min read
Health TechnologyEngineeringClinical ValidationSystems Thinking
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