Machine learning for microbiologists

Machine learning is increasingly important in microbiology where it is used for tasks such as predicting antibiotic resistance and associating human microbiome features with complex host diseases. The applications in microbiology are quickly expanding and the machine learning tools frequently used i...

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Bibliographic Details
Published in:Nature reviews. Microbiology 2024-04, Vol.22 (4), p.191-205
Main Authors: Asnicar, Francesco, Thomas, Andrew Maltez, Passerini, Andrea, Waldron, Levi, Segata, Nicola
Format: Article
Language:English
Subjects:
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Algorithms
Antibiotic resistance
Antibiotics
Antimicrobial agents
Biomedical and Life Sciences
Classification
Clustering
Computer science
Drug resistance
Feature selection
Genes
Genomes
Humans
Infectious Diseases
Learning algorithms
Life Sciences
Machine Learning
Medical Microbiology
Microbiology
Microbiomes
Microbiota
Oncology
Parasitology
Review Article
Software
Taxonomy
Tuberculosis
Virology
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