Benjamin H. McMahon

Data-driven prediction of fifteen-year all-cause mortality among 2.3 million individuals in the VA

ABSTRACT We present a data-driven framework to predict 15-year all-cause mortality using outpatient administrative records for 2.3 million Veterans in the largest integrated U.S. healthcare system. Rather than relying on predefined clinical phenotypes, we used the 1,000 most comm...