Rapid label-free identification of seven bacterial species using microfluidics, single-cell time-lapse phase-contrast microscopy, and deep learning-based image and video classification

• Erik Hallström ,

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

  * E-mail: erik.hallstrom@it.uu.se

  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

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

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• Carolina Wählby,

  Roles Funding acquisition, Writing – review & editing

  Affiliations Department of Information Technology, Uppsala University, Uppsala, Sweden, SciLifeLab Science for Life Laboratory, Uppsala University, Uppsala, Sweden

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

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• Anders Hast

  Roles Supervision, Writing – review & editing

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

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