Discovering heterogeneous subpopulations for fine-grained analysis of opioid use and opioid use disorders

no code implementations • 11 Nov 2018 • Jen J. Gong, Abigail Z. Jacobs, Toby E. Stuart, Mathijs de Vaan

Over-prescription and misuse of prescription opioids play an important role in the epidemic.

Medical Diagnosis

Learning Tasks for Multitask Learning: Heterogenous Patient Populations in the ICU

1 code implementation • 7 Jun 2018 • Harini Suresh, Jen J. Gong, John Guttag

In this work, we present a two-step framework to 1) learn relevant patient subgroups, and 2) predict an outcome for separate patient populations in a multi-task framework, where each population is a separate task.