Constructing, validating, and updating machine learning models to predict survival in children with Ebola Virus Disease.

<h4>Background</h4>Ebola 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 in...

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Main Authors: Alicia E Genisca (Author), Kelsey Butler (Author), Monique Gainey (Author), Tzu-Chun Chu (Author), Lawrence Huang (Author), Eta N Mbong (Author), Stephen B Kennedy (Author), Razia Laghari (Author), Fiston Nganga (Author), Rigobert F Muhayangabo (Author), Himanshu Vaishnav (Author), Shiromi M Perera (Author), Moyinoluwa Adeniji (Author), Adam C Levine (Author), Ian C Michelow (Author), Andrés Colubri (Author)
Format: Book
Published: Public Library of Science (PLoS), 2022-10-01T00:00:00Z.
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