Early prediction of carbapenem-resistant Gram-negative bacterial carriage in intensive care units using machine learning

ABSTRACT: Objectives: This study constructed a carbapenem-resistant Gram-negative bacteria (CR-GNB) carriage prediction model to predict the CR-GNB incidence in a week. Methods: We used our database to select patients with complete CR-GNB screening records between the years 2015 and 2019 and constr...

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Detalhes bibliográficos
Main Authors: Qiqiang Liang, Qinyu Zhao, Xin Xu, Yu Zhou, Man Huang
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2022-06-01
Colecção:Journal of Global Antimicrobial Resistance
Assuntos:
Machine learning
Carbapenem-resistant Gram-negative bacteria
Multidrug-resistant bacteria prediction
Multivariable logistic regression
Infection prevention and control
Acesso em linha:http://www.sciencedirect.com/science/article/pii/S2213716522000741
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