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Early Prediction of Seven-Day Mortality in Intensive Care Unit Using a Machine Learning Model: Results from the SPIN-UTI Project

Patients in intensive care units (ICUs) were at higher risk of worsen prognosis and mortality. Here, we aimed to evaluate the ability of the Simplified Acute Physiology Score (SAPS II) to predict the risk of 7-day mortality, and to test a machine learning algorithm which combines the SAPS II with ad...

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Detalles Bibliográficos
Autores principales: Barchitta, Martina, Maugeri, Andrea, Favara, Giuliana, Riela, Paolo Marco, Gallo, Giovanni, Mura, Ida, Agodi, Antonella
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7957866/
https://www.ncbi.nlm.nih.gov/pubmed/33801207
http://dx.doi.org/10.3390/jcm10050992