Extended Spectrum beta-Lactamase Bacteria and Multidrug Resistance in Jordan are Predicted Using a New Machine-Learning system.

Enas M Al-KhlifehIbrahim S AlkhaziMajed Abdullah AlrowailyMansoor AlghamdiMalek AlrashidiAhmad S TarawnehIbraheem M AlkhawaldehAhmad B A Hassanat

Published in: Infection and drug resistance (2024)

CART and RF-based ML algorithms can be employed to predict the most important features of ESBL. The significance of monitoring trends in ESBL infections is emphasized to facilitate the administration of appropriate antibiotic therapy.

Keyphrases

machine learning
escherichia coli
klebsiella pneumoniae
artificial intelligence
multidrug resistant
big data
deep learning
gram negative
bone marrow