Research Focus Areas
I work on machine learning for healthcare with a focus on developing methods that enhance clinical decision-making and improve patient outcomes. My research bridges the gap between AI methods and real-world healthcare applications, with three primary goals:
- Apply machine learning to improve the understanding and treatment of diabetes, particularly leveraging continuous glucose monitoring
- Develop machine learning methods that leverage observational data to enhance clinical decision making
- Translate machine learning research into provider-facing and patient-facing tools to enhance patient care and outcomes