Our lab research is focused on:

• Identifying optimal treatments for complex disorders using causal inference methods and large, high quality medial and insurance claims databases.
• Developing new data science techniques.
• Predicting important health outcomes such as survival, hospitalization, length of stay, adverse event occurrence and recurrence, unplanned hospital and emergency department readmissions using highest accuracy statistical, machine learning and AI methods.
• Developing high level framework to enhance LLM training via reinforcement learning to extract important information from medical notes that is unavailable in structured health records data.
• Identifying optimal nursing practices that improve patient outcomes.
• Predicting extreme climate events.
• Financial forecasting.
• Statistical consulting.