Recent advances in instrumental technologies allow us measure data at intra- and inter-cellular levels in terms of various biological and disease phenotypes. This exciting, unprecedented opportunities come with novel challenges for biological and health informatics research. Our lab addresses these challenges by developing novel computational/data mining infrastructure, and machine learning and algorithmic techniques. The goal is to help accelerate development of new scientific and industrial paradigms including personalized medicine and healthcare.