An Artificial Neural Network Model for Pediatric Mortality Prediction in Two Tertiary Pediatric Intensive Care Units in South Africa. A Development Study

An Artificial Neural Network Model for Pediatric Mortality Prediction in Two Tertiary Pediatric Intensive Care Units in South Africa. A Development Study

ObjectivesThe performance of mortality prediction models remain a challenge in lower- and middle-income countries. We developed an artificial neural network (ANN) model for the prediction of mortality in two tertiary pediatric intensive care units (PICUs) in South Africa using free to download and u...

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Bibliographic Details
Main Authors: Michael A. Pienaar, Joseph B. Sempa, Nicolaas Luwes, Lincoln J. Solomon
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-02-01
Series:Frontiers in Pediatrics
Subjects:
critical care
children
severity of illness
machine learning
artificial neural network
Online Access:https://www.frontiersin.org/articles/10.3389/fped.2022.797080/full

Internet

https://www.frontiersin.org/articles/10.3389/fped.2022.797080/full

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