Predicting Inpatient Admissions From Emergency Department Triage Using Machine Learning: A Systematic Review

Predicting Inpatient Admissions From Emergency Department Triage Using Machine Learning: A Systematic Review

This study aimed to evaluate the quality of evidence for using machine learning models to predict inpatient admissions from emergency department triage data, ultimately aiming to improve patient flow management. A comprehensive literature search was conducted according to the PRISMA guidelines acros...

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Bibliographic Details
Main Authors: Ethan L. Williams, MD, Daniel Huynh, MD, Mohamed Estai, MBBS, PhD, Toshi Sinha, PhD, Matthew Summerscales, MBBS, Yogesan Kanagasingam, PhD
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Mayo Clinic Proceedings: Digital Health
Online Access:http://www.sciencedirect.com/science/article/pii/S2949761225000045
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