Machine Learning for Personalized Healthcare - Opportunities, Challenges and Insights

Machine Learning for Personalized Healthcare - Opportunities, Challenges and Insights

NYU Tandon School of Engineering via YouTube Direct link

Reward Function Selection

16 of 19

16 of 19

Reward Function Selection

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Machine Learning for Personalized Healthcare - Opportunities, Challenges and Insights

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  1. 1 Introduction
  2. 2 Opportunities and Challenges
  3. 3 Challenges
  4. 4 General philosophy
  5. 5 Probabilistic model
  6. 6 Asthma and allergy
  7. 7 Three models
  8. 8 Implications for personalization
  9. 9 Introductions
  10. 10 Invasive Mechanical Ventilation
  11. 11 Optimal Policy
  12. 12 Optimal Policy Example
  13. 13 Frameworks
  14. 14 Lab Test Ordering
  15. 15 Vectorvalued Reward Function
  16. 16 Reward Function Selection
  17. 17 Conclusion
  18. 18 Next Steps
  19. 19 Project Talia

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