Application of machine learning approach in emergency department to support clinical decision making for SARS-CoV-2 infected patients

Application of machine learning approach in emergency department to support clinical decision making for SARS-CoV-2 infected patients

To support physicians in clinical decision process on patients affected by Coronavirus Disease 2019 (COVID-19) in areas with a low vaccination rate, we devised and evaluated the performances of several machine learning (ML) classifiers fed with readily available clinical and laboratory data. Our obs...

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Bibliographic Details
Main Authors: Casano Nicolò, Santini Silvano Junior, Vittorini Pierpaolo, Sinatti Gaia, Carducci Paolo, Mastroianni Claudio Maria, Ciardi Maria Rosa, Pasculli Patrizia, Petrucci Emiliano, Marinangeli Franco, Balsano Clara
Format: Article
Language:English
Published: De Gruyter 2023-03-01
Series:Journal of Integrative Bioinformatics
Subjects:
covid-19
emergency medicine
machine learning
rox index
sars-cov-2
Online Access:https://doi.org/10.1515/jib-2022-0047

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