~/talk

A Story about Big Data in Healthcare

on YouTube 10m
Talkat Strata Rx Conference 2013 · 2013-09-25..09-27· [data-engineering]

speaker

name:Henry Wei
links:none on file

resources

video:https://youtu.be/NxT0RhJfxOo
slides:none on file

summary

Aetna Innovation Labs builds a realtime comparative‑effectiveness and drug‑safety engine that parses 5 million members of claims data and produces a heat‑map risk matrix by crossmatching roughly 40–50 drugs/outcomes. It repurposes the CareEngine, runs 2×2 adverse‑event comparisons, and adds indication and comorbidity filters plus personalized risk stratification so clinicians can see age/sex‑specific risks. Developed in six weeks, the system surfaces corroborating signal chains (testing, symptoms, treatments), drove prior RCT evidence of 8.4% fewer hospitalizations, and is being pursued for patenting.

AI-written summary · about

chapters (10)

  1. 0:00Intro
  2. 0:32Blue Button
  3. 1:29Care Engine
  4. 2:31Evidencebased medicine
  5. 3:06The Care Engine
  6. 4:32Adverse Events
  7. 5:18Black Boxes
  8. 6:13Constellations
  9. 8:20Evasion Labs
  10. 8:49Conclusion

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