A Gradient Boosting Machine Learning Model for Predicting Early Mortality in the Emergency Department Triage: Devising a Nine-Point Triage Score

BACKGROUND: Emergency departments (ED) are becoming increasingly overwhelmed, increasing poor outcomes. Triage scores aim to optimize the waiting time and prioritize the resource usage. Artificial intelligence (AI) algorithms offer advantages for creating predictive clinical applications. OBJECTIVE:...

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Bibliografiske detaljer
Udgivet i:J Gen Intern Med
Main Authors: Klug, Maximiliano, Barash, Yiftach, Bechler, Sigalit, Resheff, Yehezkel S., Tron, Talia, Ironi, Avi, Soffer, Shelly, Zimlichman, Eyal, Klang, Eyal
Format: Artigo
Sprog:Inglês
Udgivet: Springer US 2019
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Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6957629/
https://ncbi.nlm.nih.gov/pubmed/31677104
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11606-019-05512-7
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