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

Abstract 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 algo...

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Autors principals: Yixi Xu, Anusua Trivedi, Nicholas Becker, Marian Blazes, Juan Lavista Ferres, Aaron Lee, W. Conrad Liles, Pavan K. Bhatraju
Format: Artigo
Idioma:Inglês
Publicat: Nature Portfolio 2022-10-01
Col·lecció:Scientific Reports
Accés en línia:https://doi.org/10.1038/s41598-022-20724-4
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