My research interests are twofold: at the patient-level scale, I am interested in the development of novel, image-based biomarkers of lung disease, including the computational algorithms that extract them. At the population-level scale, I am interested in developing probability models (specifically Bayesian nonparametric models) that identify lung disease subtypes based on how measures of disease progress as a function of exposure to causative or protective agents.