Clinical Intervention Prediction and Understanding using Deep Networks

Deep temporal models for actionable ICU intervention prediction Context and high-level aims At first glance the clinical problem is straightforward but practically thorny: anticipating invasive therapies in the intensive care unit so clinicians can p...