~/talk

Reimagining the Future of Clinical Trials

Talkat Oracle Health Summit 2024 · 2024-10-29..10-30· [machine-learning]
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name:John Bell
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Panel lays out concrete bottlenecks and fixes: fragmented systems with 3.6 million data points per trial and EDC setup taking 68.3 days, real examples of IRT failures (Fortrea-Acceleron) that misdosed patients, and regulatory friction as FDA promises a spring AI guidance while EMA issues AI reflections. Concrete solutions include EHR-to-cloud integration, AI for disease prediction and safety monitoring, decentralized digitized PROs (Apple Watch–style), and using real‑world evidence for approvals — decide based on interest in implementation details, risks, and regulatory realities.

AI-written summary · about

  1. 0:00Introduction to the panel
  2. 1:00Current challenges in trials
  3. 5:28Technical fragmentation
  4. 8:16Innovative trial approaches
  5. 14:59The role of AI in trials
  6. 21:22Bridging research and care
  7. 29:33Automation and quality
  8. 32:24Future visions and wrap-up
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