Leukocyte differentiation in bronchoalveolar lavage fluids using higher harmonic generation microscopy and deep learning

• Laura M. G. van Huizen ,

  Contributed equally to this work with: Laura M. G. van Huizen, Max Blokker

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

  * E-mail: l.m.g.van.huizen@vu.nl

  Affiliation LaserLab Amsterdam, Department of Physics, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands

  https://orcid.org/0000-0002-4707-2410

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• Max Blokker ,

  Contributed equally to this work with: Laura M. G. van Huizen, Max Blokker

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

  Affiliation LaserLab Amsterdam, Department of Physics, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands

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• Yael Rip,

  Roles Investigation

  Affiliation LaserLab Amsterdam, Department of Physics, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands

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• Mitko Veta,

  Roles Supervision, Writing – review & editing

  Affiliation Medical Image Analysis Group (IMAG/e), Department of Biomedical Engineering, University of Technology, Eindhoven, The Netherlands

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• Kirsten A. Mooij Kalverda,

  Roles Conceptualization, Writing – review & editing

  Affiliation Department of Pulmonary Medicine, Amsterdam UMC Location University of Amsterdam, Amsterdam, The Netherlands

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• Peter I. Bonta,

  Roles Writing – review & editing

  Affiliation Department of Pulmonary Medicine, Amsterdam UMC Location University of Amsterdam, Amsterdam, The Netherlands

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• Jan Willem Duitman,

  Roles Conceptualization, Methodology, Resources, Writing – review & editing

  Affiliations Department of Pulmonary Medicine, Amsterdam UMC Location University of Amsterdam, Amsterdam, The Netherlands, Department of Experimental immunology, Amsterdam UMC Location University of Amsterdam, Amsterdam, The Netherlands, Amsterdam Infection & Immunity, Inflammatory Diseases, Amsterdam, The Netherlands

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• Marie Louise Groot

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

  Affiliation LaserLab Amsterdam, Department of Physics, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands

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