Why it matters

Patient data shapes trust + compliance. Understanding shapes design.

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The architecture

Consent frameworks.

Encryption + access control.

De-identification for research.

Audit trails.

AI + patient data stackConsentinformed + granularEncryption + accessPHI-safeDe-id + auditresearch + logsHIPAA + GDPR-K + Common Rule; consent + de-id + audit central
AI + patient data.
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How it works end to end

Meaningful informed consent.

PHI encryption at rest + transit.

Break-glass access.

Audit trails.