I am planning to build an AI agent for healthcare use, and I want to ensure it meets compliance standards. What regulations, frameworks, and best practices should I follow to handle PHI securely and maintain regulatory alignment?
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When I work with healthcare AI, I always prioritize HIPAA/GDPR compliance, secure data pipelines, strict access controls, and anonymized datasets. Regular audits and expert reviews are essential to keep everything safe and patient-centric.
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For me, compliance starts with strong data governance, encryption, PHI protection, and risk checks. Bias testing and documentation reviews help ensure the system meets healthcare regulations before it’s deployed.
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I rely on frameworks like NIST, ISO 27001, and HL7 to guide compliance. Continuous monitoring, clear explainability, and collaboration with clinicians and legal teams help maintain safe, compliant AI development.