Guided Notes

AI Governance & Responsible AI in Healthcare

Building an AI governance program — inventory, risk tiers, review processes, transparency (ONC HTI-1, model cards), FDA oversight of AI devices, monitoring, equity and accountability.

Why governance

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Health systems now use dozens of AI tools — some built in-house, many from vendors, some embedded in the EHR. Without governance: • nobody knows what AI is in use, • performance and equity aren't checked, • problems aren't caught or reported, • accountability is unclear. Governance enables innovation safely.

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