Machine learning identification of Pseudomonas aeruginosa strains from colony image data

• Jennifer B. Rattray,

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

  Affiliations School of Biological Sciences, Georgia Institute of Technology, Atlanta, Georgia, United States of America, Center for Microbial Dynamics and Infection, Georgia Institute of Technology, Atlanta, Georgia, United States of America

  https://orcid.org/0000-0003-3478-2242

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• Ryan J. Lowhorn,

  Roles Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – review & editing

  Affiliations School of Biological Sciences, Georgia Institute of Technology, Atlanta, Georgia, United States of America, Center for Microbial Dynamics and Infection, Georgia Institute of Technology, Atlanta, Georgia, United States of America

  https://orcid.org/0000-0002-1322-3786

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• Ryan Walden,

  Roles Data curation, Formal analysis, Investigation, Methodology, Validation, Writing – original draft

  Affiliation Department of Computer Science, Georgia State University, Atlanta, GA, United States of America

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• Pedro Márquez-Zacarías,

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

  Affiliation Santa Fe Institute, Santa Fe, New Mexico, United States of America

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• Evgeniya Molotkova,

  Roles Data curation, Methodology, Visualization

  Affiliations School of Biological Sciences, Georgia Institute of Technology, Atlanta, Georgia, United States of America, Center for Microbial Dynamics and Infection, Georgia Institute of Technology, Atlanta, Georgia, United States of America

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• Gabriel Perron,

  Roles Conceptualization, Supervision, Writing – original draft, Writing – review & editing

  Affiliations Department of Biology, Bard College, Annandale-On-Hudson, New York, United States of America, Center for Systems Biology and Genomics, New York University, New York, New York, United States of America

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• Claudia Solis-Lemus,

  Roles Conceptualization, Methodology, Project administration, Software, Supervision, Writing – original draft, Writing – review & editing

  Affiliations Department of Plant Pathology, University of Wisconsin-Madison, Madison, Wisconsin, United States of America, Wisconsin Institute for Discovery, University of Wisconsin-Madison, Madison, Wisconsin, United States of America

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• Daniel Pimentel Alarcon,

  Roles Data curation, Formal analysis, Investigation, Methodology, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliations Wisconsin Institute for Discovery, University of Wisconsin-Madison, Madison, Wisconsin, United States of America, Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, Wisconsin, United States of America

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• Sam P. Brown

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

  * E-mail: Sam.brown@biology.gatech.edu

  Affiliations School of Biological Sciences, Georgia Institute of Technology, Atlanta, Georgia, United States of America, Center for Microbial Dynamics and Infection, Georgia Institute of Technology, Atlanta, Georgia, United States of America

  https://orcid.org/0000-0003-1892-9275

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