The Perkins Lab at University of Ottawa and the Ottawa Hospital Research Institute develops machine learning and bioinformatics methods to answer cutting-edge questions in stem cell and cancer biology. We focus especially on the estimation and analysis of regulatory networks and biomarker discovery, based on high-throughput sequencing data.