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Predicting the need for intubation in the first 24 h after critical care admission using machine learning approaches

Early and accurate prediction of the need for intubation may provide more time for preparation and increase safety margins by avoiding high risk late intubation. This study evaluates whether machine learning can predict the need for intubation within 24 h using commonly available bedside and laborat...

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Pubblicato in:Sci Rep
Autori principali: Siu, Benjamin Ming Kit, Kwak, Gloria Hyunjung, Ling, Lowell, Hui, Pan
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Publishing Group UK 2020
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7708470/
https://ncbi.nlm.nih.gov/pubmed/33262391
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-77893-3
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