Development of a prediction model for the Acquisition of Extended Spectrum Beta-Lactam Resistant Organisms in U.S. international travellers.

D Garrett BrownColin J WorbyMelissa A PenderBen J BrintzEdward T RyanSushmita SridharElizabeth OliverJason B HarrisSarah E TurbettSowmya R RaoAshlee M EarlRegina C LaRocqueDaniel T Leung

Published in: Journal of travel medicine (2023)

We demonstrate that by integrating traveller characteristics with destination-specific data, we could derive a CPR to identify those at highest risk of acquiring ESBL-PE during international travel.

Keyphrases

cardiac arrest
gram negative
escherichia coli
cardiopulmonary resuscitation
electronic health record
big data
klebsiella pneumoniae
multidrug resistant
machine learning
data analysis
infectious diseases