The Ebola CARE (Computational Assignment of Risk Estimates) app aggregates several Neural Network predictors of mortality risk for Ebola Virus Disease (EVD). These predictors were trained on the only publicly available clinical dataset from the West African EVD outbreak, described by Schieffelin et al. (Schieffelin JS, Shaffer JG, Goba A, et al.