Pediatric Severe Sepsis Prediction Using Machine Learning

• Main Authors: Sidney Le (Author), Jana Hoffman (Author), Christopher Barton (Author), Julie C. Fitzgerald (Author), Angier Allen (Author), Emily Pellegrini (Author), Jacob Calvert (Author), Ritankar Das (Author)
• Format: Book
• Published: Frontiers Media S.A., 2019-10-01T00:00:00Z.
• Subjects: article
• Online Access: 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...