My research includes developing new methods and software for integrating neuroscience, data science, and clinical research. From a basic science perspective, I am also investigating the neural mechanisms of rumination and negative attention bias in depression. In the long-term, I further hopes to explore how multidimensional phenotypes based on person-specific data (e.g. dynamic behavioral, demographic, genetic, and brain network) might be translated into actionable diagnostic and treatment information for clinical intervention.