Mortality prediction model for the triage of COVID-19, pneumonia, and mechanically ventilated ICU patients: A retrospective study

RATIONALE: Prediction of patients at risk for mortality can help triage patients and assist in resource allocation. OBJECTIVES: Develop and evaluate a machine learning-based algorithm which accurately predicts mortality in COVID-19, pneumonia, and mechanically ventilated patients. METHODS: Retrospec...

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Detalhes bibliográficos
Publicado no:Ann Med Surg (Lond)
Main Authors: Ryan, Logan, Lam, Carson, Mataraso, Samson, Allen, Angier, Green-Saxena, Abigail, Pellegrini, Emily, Hoffman, Jana, Barton, Christopher, McCoy, Andrea, Das, Ritankar
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2020
Assuntos:
Experimental Research
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7532803/
https://ncbi.nlm.nih.gov/pubmed/33042536
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.amsu.2020.09.044
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