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Classroom Contents
Time Series Machine Learning for Deployment in Healthcare
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- 1 Introduction
- 2 SeaKids Hospital
- 3 ICU Lawson Labs
- 4 Survey
- 5 Explainability tool
- 6 Feature importance
- 7 Evaluation
- 8 Representation
- 9 Bias
- 10 Representations
- 11 Trajectory
- 12 HDP Flow
- 13 States
- 14 Model
- 15 Underlying States
- 16 Blackbox inference
- 17 Lifeline pipeline
- 18 Realtime evaluation
- 19 Challenges
- 20 Conclusion
- 21 Thank you
- 22 Questions
- 23 Intervention data
- 24 Continuous data
- 25 Two short questions
- 26 How transferable is this model
- 27 Feature selection
