- Treatment Effect Estimation
- 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
- How to extract disease labels from clinical reports,
- and question answering with BERT.
- ML Interpretation
- how to interpret deep learning models,
- and feature importance in machine learning.