Pediatric Severe Sepsis Prediction Using Machine Learning

• Váldodahkkit: Sidney Le (Dahkki), Jana Hoffman (Dahkki), Christopher Barton (Dahkki), Julie C. Fitzgerald (Dahkki), Angier Allen (Dahkki), Emily Pellegrini (Dahkki), Jacob Calvert (Dahkki), Ritankar Das (Dahkki)
• Materiálatiipa: Girji
• Almmustuhtton: Frontiers Media S.A., 2019-10-01T00:00:00Z.
• Fáttát: article
• Liŋkkat: Connect to this object online.

Background: Early detection of pediatric severe sepsis is necessary in order to optimize effective treatment, and new methods are needed to facilitate this early detection.Objective: Can a machine-learning based prediction algorithm using electronic healthcare record (EHR) data predict severe sepsis...