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AI For Medical Treatment
- Treatment Effect Estimation
- In this week, you will learn: How to analyze data from a randomized control trial, interpreting multivariate models, evaluating treatment effect models, and interpreting ML models for treatment effect estimation.
- Medical Question Answering
- In this week, you will learn how to extract disease labels from clinical reports, and also question answering with BERT.
- ML Interpretation
- In this week, you will learn how to interpret deep learning models, and also feature importance in machine learning.