Generalizability of machine learning in predicting antimicrobial resistance in E. coli: a multi-country case study in Africa

Nsubuga, Mike; Galiwango, Ronald; Jjingo, Daudi; Mboowa, Gerald

doi:10.1186/s12864-024-10214-4

Public

Generalizability of machine learning in predicting antimicrobial resistance in E. coli: a multi-country case study in Africa

Published in BMC Genomics • Mar 18, 2024

Authors:

Mike Nsubuga

Ronald Galiwango

Daudi Jjingo

Abstract

BACKGROUND: Antimicrobial resistance (AMR) remains a significant global health threat particularly impacting low- and middle-income countries (LMICs). These regions often grapple with limited healthcare resources and access to advanced diagnostic tools. Consequently, there is a pressing need for inn...

Subject

Gradient boosting

Support vector machine

Machine learning

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