Identification of primary antimicrobial resistance drivers in agricultural nontyphoidal Salmonella enterica serovars by using machine learning

Finlay Maguire; Muhammad Attiq Rehman; Catherine Carrillo; Moussa S. Diarra; Robert G. Beiko

doi:10.1128/mSystems.00211-19

Identification of primary antimicrobial resistance drivers in agricultural nontyphoidal Salmonella enterica serovars by using machine learning

Finlay Maguire, Muhammad Attiq Rehman, Catherine Carrillo, Moussa S. Diarra, Robert G. Beiko

Multidisciplinary

科研成果: 期刊稿件 › 文章 › 同行评审

21 引用（Scopus）

源语言	英语
文章编号	e00211-19
期刊	mSystems
卷	4
期	4
DOI	https://doi.org/10.1128/mSystems.00211-19
出版状态	已出版 - 2019

!!!ASJC Scopus Subject Areas

遗传学
生态学、进化论、行为学与系统学
分子生物学
生理学
生物化学
计算机科学应用
微生物学
建模与模拟

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10.1128/mSystems.00211-19

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@article{6321ec3216a2470893bf58fa213a0f06,

title = "Identification of primary antimicrobial resistance drivers in agricultural nontyphoidal Salmonella enterica serovars by using machine learning",

keywords = "AMR prediction, Antimicrobial resistance, Food chain, Genomics, Machine learning, Salmonella",

author = "Finlay Maguire and Rehman, {Muhammad Attiq} and Catherine Carrillo and Diarra, {Moussa S.} and Beiko, {Robert G.}",

year = "2019",

doi = "10.1128/mSystems.00211-19",

language = "English",

volume = "4",

journal = "mSystems",

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publisher = "American Society for Microbiology",

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T1 - Identification of primary antimicrobial resistance drivers in agricultural nontyphoidal Salmonella enterica serovars by using machine learning

AU - Maguire, Finlay

AU - Rehman, Muhammad Attiq

AU - Carrillo, Catherine

AU - Diarra, Moussa S.

AU - Beiko, Robert G.

PY - 2019

Y1 - 2019

KW - AMR prediction

KW - Antimicrobial resistance

KW - Food chain

KW - Genomics

KW - Machine learning

KW - Salmonella

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U2 - 10.1128/mSystems.00211-19

DO - 10.1128/mSystems.00211-19

M3 - Article

AN - SCOPUS:85071027303

SN - 2379-5077

VL - 4

JO - mSystems

JF - mSystems

IS - 4

M1 - e00211-19

ER -

Identification of primary antimicrobial resistance drivers in agricultural nontyphoidal Salmonella enterica serovars by using machine learning

!!!ASJC Scopus Subject Areas

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