Galaxy-ML: An accessible, reproducible, and scalable machine learning toolkit for biomedicine

• Qiang Gu,

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

  Affiliations Department of Biomedical Engineering, Oregon Health & Science University, Portland, Oregon, United States of America, The Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, United States of America

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• Anup Kumar,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing – original draft

  Affiliation Bioinformatics Group, Department of Computer Science, University of Freiburg, Freiburg, Germany

  https://orcid.org/0000-0002-2068-4695

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• Simon Bray,

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

  Affiliation Bioinformatics Group, Department of Computer Science, University of Freiburg, Freiburg, Germany

  https://orcid.org/0000-0002-0621-6705

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• Allison Creason,

  Roles Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Visualization, Writing – original draft

  Affiliations Department of Biomedical Engineering, Oregon Health & Science University, Portland, Oregon, United States of America, The Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, United States of America

  https://orcid.org/0000-0001-5724-1276

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• Alireza Khanteymoori,

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

  Affiliation Bioinformatics Group, Department of Computer Science, University of Freiburg, Freiburg, Germany

  https://orcid.org/0000-0001-6811-9196

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• Vahid Jalili,

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

  Affiliations Department of Biomedical Engineering, Oregon Health & Science University, Portland, Oregon, United States of America, The Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, United States of America

  https://orcid.org/0000-0003-4986-2157

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• Björn Grüning,

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft

  Affiliation Bioinformatics Group, Department of Computer Science, University of Freiburg, Freiburg, Germany

  https://orcid.org/0000-0002-3079-6586

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• Jeremy Goecks

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

  * E-mail: goecksj@ohsu.edu

  Affiliations Department of Biomedical Engineering, Oregon Health & Science University, Portland, Oregon, United States of America, The Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, United States of America

  https://orcid.org/0000-0002-4583-5226

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