Improving patient flow during infectious disease outbreaks using machine learning for real-time prediction of patient readiness for discharge.

Improving patient flow during infectious disease outbreaks using machine learning for real-time prediction of patient readiness for discharge.

<h4>Background</h4>Delays in patient flow and a shortage of hospital beds are commonplace in hospitals during periods of increased infection incidence, such as seasonal influenza and the COVID-19 pandemic. The objective of this study was to develop and evaluate the efficacy of machine le...

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Autores principales: Jennifer A Bishop, Hamza A Javed, Rasheed El-Bouri, Tingting Zhu, Thomas Taylor, Tim Peto, Peter Watkinson, David W Eyre, David A Clifton
Formato: article
Lenguaje:EN
Publicado: Public Library of Science (PLoS) 2021
Materias:
Medicine
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Science
Q
Acceso en línea:https://doaj.org/article/19881aa63b3f4013ab930da573e10bdd
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