~/talk

An update on AI and FHIR

Talkat DevDays 2023 · 2023-06-06..06-09· [ai-assisted-development, web-platform]
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slides:none on file

Update summarizes community work: an AI Evaluation Focus Team plus experiments that wire ChatGPT plugins to a local API which runs FHIR validator + terminology lookups loop three times to refine outputs, yielding fewer but still imperfect results; GPT‑4 performs much better than GPT‑3.5. Covers governance work: proposals for provenance, explainability, Nutrition‑label style model metadata, an Analytics on FHIR prototype IG, and the US ONC HTI1 proposed rule with FAVES evaluation criteria.

AI-written summary · about

  1. 0:00Introduction and setup
  2. 1:57Gen AI demo with FHIR
  3. 9:01Transparency in AI models
  4. 13:55Standardizing AI metadata
  5. 17:02HTI-1 regulation overview
  6. 22:01Future of AI in healthcare
  7. 23:35Q&A session
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