Part VII: Health, Biosignals, and Wearable AI
Chapter 34  [C]

Clinical Validation, Regulation, and Biometric Privacy

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Sections

  1. 34.1 SaMD and the FDA framework
  2. 34.2 Predetermined change control plans (PCCP) for learning models
  3. 34.3 Clinical trial and prospective validation design
  4. 34.4 Biometric leakage and re-identification from physiological signals
  5. 34.5 Consent, data governance, and de-identification
  6. 34.6 Fairness and equity in health sensing
  7. 34.7 Documentation: datasheets, model cards, and audit trails

Lab 34

write a validation-and-privacy plan for a wearable health model, including a re-identification risk check.