Machine learning and feature extraction for rapid antimicrobial resistance prediction of ... - Frontiers

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Gram-negative bacteria

Pathogenic bacteria

Moraxellaceae

Molecular biology

Antibiotic-resistant bacteria

Antimicrobial resistance

Acinetobacter

Multilocus sequence typing

Klebsiella pneumoniae

Antibiotic

Tigecycline

Pseudomonas aeruginosa

A. baumannii

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Machine learning and feature extraction for rapid antimicrobial resistance prediction of ... - Frontiers. View article details on HISWAI: https://www.frontiersin.org/articles/10.3389/fmicb.2023.1320312/full

Excerpt

BackgroundWhole-genome sequencing (WGS) has contributed significantly to advancements in machine learning methods for predicting antimicrobial ...

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