BackgroundEbola Virus Disease (EVD) causes high case fatality rates (CFRs) in young children. yet there are limited data focusing on predicting mortality in pediatric patients. Here we present machine learning-derived prognostic models to predict clinical outcomes in children infected with Ebola virus. MethodsUsing retrospective data from the Ebola Data Platform. https://toyscyclers.shop/product-category/playground/