Development of artificial neural network models for paediatric critical illness in South Africa

Development of artificial neural network models for paediatric critical illness in South Africa

ObjectivesFailures in identification, resuscitation and appropriate referral have been identified as significant contributors to avoidable severity of illness and mortality in South African children. In this study, artificial neural network models were developed to predict a composite outcome of dea...

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Bibliographic Details
Main Authors: Michael A. Pienaar, Joseph B. Sempa, Nicolaas Luwes, Elizabeth C. George, Stephen C. Brown
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-11-01
Series:Frontiers in Pediatrics
Subjects:
neural networks
machine learning
critical care
children
triage
severity of illness
Online Access:https://www.frontiersin.org/articles/10.3389/fped.2022.1008840/full

Internet

https://www.frontiersin.org/articles/10.3389/fped.2022.1008840/full

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