Our goal is to develop novel high-throughput data analysis approaches with an eye towards understanding complex biological process in normal and diseased tissues. I am specifically interested in developing computational models of stem cell differentiation processes in various normal and cancer tissues. We identify clinically relevant biomarkers in cancer patients using simple Boolean patterns in large publicly available gene expression datasets.