This workshop is a forum for (i) ]dissemination of cutting-edge developments and (ii) the identification of open data analysis problems. Targeted areas: clinical trial designs for personalized medicine; statistical and machine learning methods for identifying reproducible biomarkers and genomic signatures; new strategies for analysis and integration of heterogeneous, high-dimensional data types; applications to disease prevention, diagnosis, prognosis and therapy; statistical computing advances for these problems.