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Building the AI-Ready Health System: The Digital Backbone Behind Trusted Intelligence

AMIA Webinar

Healthcare organizations are investing rapidly in AI, but many efforts remain fragmented across applications, data pipelines, and workflows. This makes it difficult to govern AI consistently, evaluate results in context, and build the trusted foundation needed for enterprise adoption.

This moderated panel will examine the digital backbone required for an AI-ready health system. Three informatics leaders will discuss how organizations can connect structured and unstructured data, improve semantic consistency, preserve identity, provenance, and clinical context, and govern privacy, consent, equity, and appropriate use.

Attendees will gain practical perspectives on what research and implementation experience are showing about data readiness, AI evaluation in context, and trusted adoption with greater confidence, consistency, and accountability.

Moderator

  • Russell Leftwich, MD, FAMIA
    Senior Clinical Advisor Interoperability, InterSystems

Panelists

  • Hannah Galvin, MD, FAAP, FAMIA
    Chief Health Information Officer Cambridge Health Alliance
  • Rebecca Mishuris, MD, MS, MPH, FAMIA
    Chief Health Information Officer and VP, Digital Mass General Brigham
Faculty, Harvard Medical School
  • Eric Poon, MD, MPH, FACMI
    Chief Health Information Officer and Professor of Medicine Duke University Health System and School of Medicine
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