Comparing machine learning algorithms for predicting ICU admission and mortality in COVID-19

As predicting the trajectory of COVID-19 is challenging, machine learning models could assist physicians in identifying high-risk individuals. This study compares the performance of 18 machine learning algorithms for predicting ICU admission and mortality among COVID-19 patients. Using COVID-19 pati...

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Detalhes bibliográficos
Publicado no:NPJ Digit Med
Main Authors: Subudhi, Sonu, Verma, Ashish, Patel, Ankit B., Hardin, C. Corey, Khandekar, Melin J., Lee, Hang, McEvoy, Dustin, Stylianopoulos, Triantafyllos, Munn, Lance L., Dutta, Sayon, Jain, Rakesh K.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8140139/
https://ncbi.nlm.nih.gov/pubmed/34021235
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41746-021-00456-x
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