Label-free deep learning-based species classification of bacteria imaged by phase-contrast microscopy

• Erik Hallström,

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

  Affiliation Department of Information Technology, Uppsala University, Uppsala, Sweden

  https://orcid.org/0000-0002-0426-3217

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• Vinodh Kandavalli,

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

  Affiliation Department of Cell and Molecular Biology, Uppsala University, Uppsala, Sweden

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• Petter Ranefall,

  Roles Software, Validation, Writing – review & editing

  Affiliations Department of Information Technology, Uppsala University, Uppsala, Sweden, Sysmex Astrego AB, Uppsala, Sweden

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• Johan Elf,

  Roles Conceptualization, Funding acquisition, Resources, Writing – review & editing

  Affiliation Department of Cell and Molecular Biology, Uppsala University, Uppsala, Sweden

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• Carolina Wählby

  Roles Conceptualization, Funding acquisition, Investigation, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: carolina.wahlby@it.uu.se

  Affiliation Department of Information Technology, Uppsala University, Uppsala, Sweden

  https://orcid.org/0000-0002-4139-7003

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