A Clinician’s Framework for Evaluating AI Before It Reaches Patient Care
A practical five-part framework for examining intended use, evidence, workflow, oversight and ongoing monitoring.
8 min read · Updated July 30, 2026Read article
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Clinical AI resource library.
Original analysis by Andrie Udal, PhD, MSHDS, grounded in primary guidance from medical, public-health and regulatory organizations.
Original articles
Practical guidance for responsible clinical AI.
Educational content—not medical, legal or regulatory advice.
Using Generative AI Without Exposing Patient Information
A safety-oriented guide to approved environments, minimum-necessary data, de-identification and clinical review.
7 min read · Updated July 30, 2026Read articleSeven Questions to Ask Before Adopting Clinical AI
A concise checklist for clinical leaders considering an AI-enabled tool, workflow or medical device.
6 min read · Updated July 30, 2026Read articleNo affiliate relationship
Primary guidance and official resources.
These links are included for public benefit. The Institute receives no commission for them.
World Health Organization
Ethics and governance of artificial intelligence for health
Global principles addressing autonomy, safety, transparency, accountability, equity and sustainability.
Open official source ↗U.S. Food and Drug AdministrationArtificial intelligence-enabled medical devices
A periodically updated list and regulatory context for AI-enabled medical devices authorized in the United States.
Open official source ↗Association of American Medical CollegesArtificial intelligence competencies
National work to define AI competencies across undergraduate, graduate and continuing medical education.
Open official source ↗National Institute of Standards and TechnologyAI Risk Management Framework
A voluntary framework for identifying, measuring and managing risks across the AI lifecycle.
Open official source ↗U.S. Department of Health and Human ServicesHIPAA Privacy Rule resources
Authoritative information for covered entities and professionals working with protected health information.
Open official source ↗American Medical AssociationAI literacy in medical education
AMA policy supporting standardized AI training and continuing education for physicians.
Open official source ↗