Research Interests
- Application of decision theory, probability theory, Bayesian statistics, and artificial intelligence to biomedical informatics research problems
- Causal modeling and discovery from clinical and omics data
- Computer-aided medical diagnosis and prediction
- Machine-learning approaches to improving patient safety
- Biosurveillance of disease outbreaks
