Unitig-centered pan-genome machine learning approach for predicting antibiotic resistance and discovering novel resistance genes in bacterial strains Article Swipe

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Duyen Thi , Ming-Ren Yang , T Vo , Nguyen Quoc Khanh Le , Yu‐Wei Wu ·

YOU? · · 2024 · Open Access · · DOI: https://doi.org/10.1016/j.csbj.2024.04.035

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Machine Learning

Antimicrobial Resistance

Artificial Intelligence

Feature Selection

Computational Biology

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Genome Machine learning Gene Feature (linguistics) Antibiotic resistance Artificial intelligence Feature selection Computational biology Computer science Set (abstract data type) Biology Genetics Antibiotics Linguistics Programming language Philosophy

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Type: article
Language: en
Landing Page: https://doi.org/10.1016/j.csbj.2024.04.035
PDF: http://www.csbj.org/article/S2001037024001181/pdf
OA Status: gold
Cited By: 6
References: 99
Related Works: 10
OpenAlex ID: https://openalex.org/W4394841508

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DOI: https://doi.org/10.1016/j.csbj.2024.04.035

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Title: Unitig-centered pan-genome machine learning approach for predicting antibiotic resistance and discovering novel resistance genes in bacterial strains

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Type: article

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Language: en

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Publication year: 2024

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Publication date: 2024-04-16

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Authors: Duyen Thi, Ming-Ren Yang, T Vo, Nguyen Quoc Khanh Le, Yu‐Wei Wu

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Landing page: https://doi.org/10.1016/j.csbj.2024.04.035

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Concepts: Genome, Machine learning, Gene, Feature (linguistics), Antibiotic resistance, Artificial intelligence, Feature selection, Computational biology, Computer science, Set (abstract data type), Biology, Genetics, Antibiotics, Linguistics, Programming language, Philosophy

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Cited by: 6

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