Training and testing of a gradient boosted machine learning model to predict adverse outcome in patients presenting to emergency departments with suspected covid-19 infection in a middle-income setting

COVID-19 infection rates remain high in South Africa. Clinical prediction models may be helpful for rapid triage, and supporting clinical decision making, for patients with suspected COVID-19 infection. The Western Cape, South Africa, has integrated electronic health care data facilitating large-sca...

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Detalles Bibliográficos
Autores principales: Fuller, Gordon Ward, Hasan, Madina, Hodkinson, Peter, McAlpine, David, Goodacre, Steve, Bath, Peter A., Sbaffi, Laura, Omer, Yasein, Wallis, Lee, Marincowitz, Carl
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10511129/
https://www.ncbi.nlm.nih.gov/pubmed/37729117
http://dx.doi.org/10.1371/journal.pdig.0000309

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10511129/
https://www.ncbi.nlm.nih.gov/pubmed/37729117
http://dx.doi.org/10.1371/journal.pdig.0000309

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