She obtained her Ph.D. degree in Biostatistics from the University of North Carolina at Chapel Hill. Her research interests focus on survival modeling for time to event data arising from case-cohort studies, risk prediction with multiple markers measured over time and statistical methods for analyzing censored data due to detection limits. She collaborates with investigators at the Department of Critical Care Medicine on studies of acute illness such as sepsis, septic shock and acute kidney injury.