- Create convolutional neural network image classification and segmentation models to make diagnoses of lung and brain disorders.
- Build risk models and survival estimators for heart disease using statistical methods and a random forest predictor to determine patient prognosis.
- Build a treatment effect predictor, apply model interpretation techniques, and use natural language processing to extract information from radiology reports.