Dr. Vernette Grant
AI Governance Researcher & Healthcare Strategy Consultant
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Healthcare AI Governance: Do’s and Don’ts
4. Validate the tool in its intended setting
Evaluate whether the system performs appropriately for its intended use, local workflows, patient population, data environment, and clinical context.
Vendor demonstrations and external...
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AI Governance Readiness Checklist (Free)
PPTO Framework One-Pager (Free)
"Healthcare AI Governance: Do's and Don'ts" — Practical, evidence-informed guide for leaders, clinical teams, committees, health IT
"The equity metrics your hospital isn't tracking." — Most track accuracy/sensitivity/specificity/false positive rate
"The most dangerous AI in a hospital is the one nobody's auditing." — Operations Pillar