Predicting Admissions From a Paediatric Emergency Department – Protocol for Developing and Validating a Low-Dimensional Machine Learning Prediction Model

Predicting Admissions From a Paediatric Emergency Department – Protocol for Developing and Validating a Low-Dimensional Machine Learning Prediction Model

Introduction: Patients boarding in the Emergency Department can contribute to overcrowding, leading to longer waiting times and patients leaving without being seen or completing their treatment. The early identification of potential admissions could act as an additional decision support tool to aler...

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Bibliographic Details
Main Authors: Fiona Leonard, John Gilligan, Michael J. Barrett
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-04-01
Series:Frontiers in Big Data
Subjects:
emergency department
paediatric
prediction
machine learning
admission
protocol
Online Access:https://www.frontiersin.org/articles/10.3389/fdata.2021.643558/full

Internet

https://www.frontiersin.org/articles/10.3389/fdata.2021.643558/full

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