~/talk

The future of AI in powering clinical trial innovation

Talkat Big Data & AI Toronto 2021 · 2021-10-13..10-14· [machine-learning]
links:none on file
slides:none on file

Pharma shows almost $4 billion raised in early-stage AI drug discovery, 64 FDA‑cleared AI devices catalogued by 2020, and a projection that 70% of trials use wearable sensors by 2025. Concrete tools include big‑data site selection, NLP screening of EHRs to match patients to trials, digital twin models proposed to shrink placebo arms, and cloud platforms replacing manual source‑data verification. AbbVie has run wrist/ankle sensors since 2016 to quantify Parkinson’s motor control; an atopic dermatitis study combines wearables and actigraphy with a sleep headband to detect nocturnal scratching.

AI-written summary · about

  1. 0:00Introduction
  2. 0:58Recent market trends
  3. 1:48Canadas AI strategy
  4. 4:14Clinical trials
  5. 5:10Challenges
  6. 6:35Overview
  7. 7:20Addressing recruitment delays
  8. 9:33AI powered solutions
  9. 11:11Wearables
  10. 12:13Digital endpoints
  11. 14:51Cloudbased platforms
  12. 16:42Summary
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