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References from AI-enabled genomic surveillance for antimicrobial resistance: balancing effectiveness, trustworthiness and equity. Local targets link to admitted publications; unresolved targets remain external evidence.
DeepARG: a deep learning approach for predicting antibiotic resistance genes from metagenomic data
10.1186/s40168-018-0401-z · 2018 · External reference
Machine learning for microbiologists
10.1038/s41579-023-00984-1 · 2024 · External reference
Challenges and applications of artificial intelligence in infectious diseases and antimicrobial resistance
10.1038/s44259-024-00068-x · 2025 · External reference
Healthcare as a driver, reservoir and amplifier of antimicrobial resistance: opportunities for interventions
10.1038/s41579-024-01076-4 · 2024 · External reference
Genomic surveillance for antimicrobial resistance: a One Health perspective
10.1038/s41576-023-00649-y · 2024 · External reference
Machine learning for antimicrobial resistance prediction: current practice, limitations, and clinical perspective
10.1128/cmr.00179-21 · 2022 · External reference
Foodborne bacterial pathogens: genome-based approaches for enduring and emerging threats in a complex and changing world
10.1038/s41579-024-01051-z · 2024 · External reference
Global burden of bacterial antimicrobial resistance in 2019: a systematic analysis
10.1016/s0140-6736(21)02724-0 · 2022 · External reference
Using machine learning to predict antimicrobial MICs and associated genomic features for nontyphoidal Salmonella
10.1128/jcm.01260-18 · 2019 · External reference
The future of large language models in fighting emerging outbreaks: lights and shadows
10.1016/j.lanmic.2024.07.017 · 2024 · External reference
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
10.1038/s42256-019-0048-x · 2019 · External reference
Whole-genome sequencing surveillance and machine learning of the electronic health record for enhanced healthcare outbreak detection
10.1093/cid/ciab946 · 2022 · External reference
Innovative and rapid antimicrobial susceptibility testing systems
10.1038/s41579-018-0098-9 · 2019 · External reference
Unresolved reference
2015 · External reference