Random forest machine learning method outperforms prehospital National Early Warning Score for predicting one-day mortality: A retrospective study

AIM OF THE STUDY: The National Early Warning Score (NEWS) is a validated method for predicting clinical deterioration in hospital wards, but its performance in prehospital settings remains controversial. Modern machine learning models may outperform traditional statistical analyses for predicting sh...

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Detalhes bibliográficos
Publicado no:Resusc Plus
Main Authors: Pirneskoski, Jussi, Tamminen, Joonas, Kallonen, Antti, Nurmi, Jouni, Kuisma, Markku, Olkkola, Klaus T., Hoppu, Sanna
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2020
Assuntos:
Clinical Paper
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8244434/
https://ncbi.nlm.nih.gov/pubmed/34223321
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.resplu.2020.100046
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