A machine learning and neural network approach for classifying multidrug-resistant bacterial infections

A machine learning and neural network approach for classifying multidrug-resistant bacterial infections

Antimicrobial resistance (AMR) represents a major public health challenge, significantly complicating infection prevention and treatment. This study employs machine learning and neural network techniques to classify multidrug-resistant Gram-negative bacterial (MDR-GNB) infections using electronic he...

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Bibliographic Details
Main Authors: Preeda Mengsiri, Ratchadaporn Ungcharoen, Sethavidh Gertphol
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Healthcare Analytics
Subjects:
Machine learning
Neural network
Electronic health records
Multidrug resistance
Gram-negative bacteria
Online Access:http://www.sciencedirect.com/science/article/pii/S2772442525000073
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