Her research focuses on the development of data mining tools and their application to computational biology, with a particular interest in the development of methods to effectively integrate heterogeneous high-throughput data sources in the construction of regulatory networks and the identification of biologically meaningful biomarkers. A computer scientist by training, (Ph.D. in Computer Science from University of Washington under the supervision of Larry Ruzzo) her research spans multiple fields, including computational biology, statistics and machine learning.