My research is focused on improving shared decision-making and personalized care in clinical practice, through the use of informatics and novel data science applications.  Specifically, I am interested in using analytic techniques to help patients and clinicians better understand diagnosis and prognosis, as well as to assist in monitoring patient progress throughout an episode of care. I enjoy collaborating with a variety of different patient populations in this research: people with peripheral vascular disease, people with total knee arthroplasty, people with lower limb amputation, and children at risk of developmental delay.