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