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

D Garrett Brown,Colin J Worby,Melissa A Pender,Ben J Brintz,Edward T Ryan,Sushmita Sridhar,Elizabeth Oliver,Jason B Harris,Sarah E Turbett,Sowmya R Rao,Ashlee M Earl,Regina C LaRocque,Daniel T Leung

Journal of travel medicine（2023）

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摘要

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.

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关键词

ESBL,antibiotic resistance,clinical prediction,international travel,machine learning

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