Machine learning can accurately predict pre-admission baseline hemoglobin and creatinine in intensive care patients

Patients admitted to the intensive care unit frequently have anemia and impaired renal function, but often lack historical blood results to contextualize the acuteness of these findings. Using data available within two hours of ICU admission, we developed machine learning models that accurately (AUC...

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Foilsithe in:NPJ Digit Med
Main Authors: Dauvin, Antonin, Donado, Carolina, Bachtiger, Patrik, Huang, Ke-Chun, Sauer, Christopher Martin, Ramazzotti, Daniele, Bonvini, Matteo, Celi, Leo Anthony, Douglas, Molly J.
Formáid: Artigo
Teanga:Inglês
Foilsithe: Nature Publishing Group UK 2019
Ábhair:
Article
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6884624/
https://ncbi.nlm.nih.gov/pubmed/31815192
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41746-019-0192-z
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