Analysis of high-dimensional data, including genomic and imaging data. Data integration for combining information from several data platforms, and relating them with measurable outcomes (integrative genomics, imaging genomics), statistical decision making under uncertainty, multiple comparison problems, clustering, Bayesian modeling, Bayesian Nonparametrics