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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Detalhes bibliográficos
Publicado no: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
Formato: Artigo
Idioma:Inglês
Publicado em: Springer US 2019
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Article
Acesso em linha: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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