Machine learning-based derivation and external validation of a tool to predict death and development of organ failure in hospitalized patients with COVID-19

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COVID-19 mortality risk stratification tools could improve care, inform accurate and rapid triage decisions, and guide family discussions regarding goals of care. A minority of COVID-19 prognostic tools have been tested in external cohorts. Our objective was to compare machine learning algorithms an...

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Detalles Bibliográficos
Autores principales: Xu, Yixi, Trivedi, Anusua, Becker, Nicholas, Blazes, Marian, Ferres, Juan Lavista, Lee, Aaron, Conrad Liles, W., Bhatraju, Pavan K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9547892/
https://www.ncbi.nlm.nih.gov/pubmed/36209335
http://dx.doi.org/10.1038/s41598-022-20724-4
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