An accurate and interpretable model for antimicrobial resistance in pathogenic Escherichia coli from livestock and companion animal species

• Henri C. Chung,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Veterinary Microbiology and Preventive Medicine, Iowa State University, Ames, IA, United States of America

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• Christine L. Foxx,

  Roles Conceptualization, Data curation, Investigation, Methodology, Writing – original draft, Writing – review & editing

  Affiliation Research Participation Program, Oak Ridge Institute for Science and Education, Oak Ridge, TN, United States of America

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• Jessica A. Hicks,

  Roles Data curation, Formal analysis

  Affiliation National Veterinary Services Laboratories, Animal and Plant Health Inspection Service, U.S. Department of Agriculture, Ames, IA, United States of America

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• Tod P. Stuber,

  Roles Data curation, Formal analysis

  Affiliation National Veterinary Services Laboratories, Animal and Plant Health Inspection Service, U.S. Department of Agriculture, Ames, IA, United States of America

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• Iddo Friedberg ,

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: idoerg@iastate.edu

  Affiliation Department of Veterinary Microbiology and Preventive Medicine, Iowa State University, Ames, IA, United States of America

  https://orcid.org/0000-0002-1789-8000

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• Karin S. Dorman,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Supervision, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Department of Genetics, Development and Cell Biology, Iowa State University, Ames, IA, United States of America, Department of Statistics, Iowa State University, Ames, IA, United States of America

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• Beth Harris

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

  Affiliation National Animal Health Laboratory Network, National Veterinary Services Laboratories, Animal and Plant Health Inspection Service, U.S. Department of Agriculture, Ames, IA, United States of America

  https://orcid.org/0000-0002-2355-8707

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