A Machine Learning Predictive Model of Bloodstream Infection in Hospitalized Patients

A Machine Learning Predictive Model of Bloodstream Infection in Hospitalized Patients

The aim of the study was to build a machine learning-based predictive model to discriminate between hospitalized patients at low risk and high risk of bloodstream infection (BSI). A Data Mart including all patients hospitalized between January 2016 and December 2019 with suspected BSI was built. Mul...

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Bibliographic Details
Main Authors: Rita Murri, Giulia De Angelis, Laura Antenucci, Barbara Fiori, Riccardo Rinaldi, Massimo Fantoni, Andrea Damiani, Stefano Patarnello, Maurizio Sanguinetti, Vincenzo Valentini, Brunella Posteraro, Carlotta Masciocchi
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Diagnostics
Subjects:
bloodstream infections
machine learning
prediction
Online Access:https://www.mdpi.com/2075-4418/14/4/445

Internet

https://www.mdpi.com/2075-4418/14/4/445

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