AI for Clinical Trials and Precision Medicine - Ruishan Liu

AI for Clinical Trials and Precision Medicine - Ruishan Liu

Stanford MedAI via YouTube Direct link

Intro

1 of 14

1 of 14

Intro

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AI for Clinical Trials and Precision Medicine - Ruishan Liu

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  1. 1 Intro
  2. 2 Al for Medicine
  3. 3 Al for Clinical Trials
  4. 4 Strict Eligibility is a Barrier to Trial Enrollment
  5. 5 How Clinical Trial Eligibility Criteria are Decided?
  6. 6 Trial Pathfinder
  7. 7 Shapley Analysis
  8. 8 Data-driven criteria enlarges pool of eligible patients while reducing HR
  9. 9 Relaxing threshold
  10. 10 Piloted by Roche to Guide Cancer Trial Design
  11. 11 Precision Medicine for Oncology
  12. 12 Implementation on real-world clinico-genomics data
  13. 13 Case Example: Mutation-Treatment Interactions
  14. 14 Systematic pan-cancer analysis of mutation-treatment interactions

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