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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Bibliographic Details
Main Authors: Jussi Pirneskoski, Joonas Tamminen, Antti Kallonen, Jouni Nurmi, Markku Kuisma, Klaus T. Olkkola, Sanna Hoppu
Format: Article
Language:English
Published: Elsevier 2020-12-01
Series:Resuscitation Plus
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666520420300461