Her research is at the intersection of computation, technology, and medicine with a focus on machine learning for healthcare and natural language processing of clinical and health texts. Her work is funded by the National Science Foundation, the National Library of Medicine, the National Cancer Institute, and the National Institute for General Medical Sciences.