His research focuses on the development of machine learning algorithms for analysis of electronic health records (EHRs). The recent growth in EHR usage underlies a transformation in analytic approaches to medical data. His research in machine learning provides tools to characterize and make predictions from EHRs about the health of populations and individuals.