Her research focuses on bioinformatics, computational biology, data mining, machine learning and pattern recognition. One of her areas of expertise is combining data mining and developing computer algorithms to help biologists solve human health problems. She has more than $1 million in grant funding from the National Science Foundation and was awarded an NSF Career Award in 2012. She has published dozens of research papers applying informatics to health care questions.