A comparison of machine learning approaches for the quantification of microglial cells in the brain of mice, rats and non-human primates

• Danish M. Anwer ,

  Contributed equally to this work with: Danish M. Anwer, Francesco Gubinelli

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

  Affiliation Behavioural Neuroscience Laboratory, Department of Experimental Medical Sciences, Lund University Lund, Sweden

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• Francesco Gubinelli ,

  Contributed equally to this work with: Danish M. Anwer, Francesco Gubinelli

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

  Affiliation Behavioural Neuroscience Laboratory, Department of Experimental Medical Sciences, Lund University Lund, Sweden

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• Yunus A. Kurt,

  Roles Formal analysis, Investigation, Methodology, Software

  Affiliation Behavioural Neuroscience Laboratory, Department of Experimental Medical Sciences, Lund University Lund, Sweden

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• Livija Sarauskyte,

  Roles Formal analysis, Investigation, Validation

  Affiliation Behavioural Neuroscience Laboratory, Department of Experimental Medical Sciences, Lund University Lund, Sweden

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• Febe Jacobs,

  Roles Formal analysis, Investigation, Validation

  Affiliation Behavioural Neuroscience Laboratory, Department of Experimental Medical Sciences, Lund University Lund, Sweden

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• Chiara Venuti,

  Roles Formal analysis, Investigation, Validation

  Affiliation Behavioural Neuroscience Laboratory, Department of Experimental Medical Sciences, Lund University Lund, Sweden

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• Ivette M. Sandoval,

  Roles Formal analysis, Investigation

  Affiliation Barrow Neurological Institute, Parkinson’s Disease Research Unit, Department of Translational Neuroscience, Phoenix, Arizona, United States of America

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• Yiyi Yang,

  Roles Investigation

  Affiliation Experimental Neuroinflammation Laboratory, Department of Experimental Medical Sciences, Lund University, Lund, Sweden

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• Jennifer Stancati,

  Roles Formal analysis, Writing – review & editing

  Affiliation Translational Neuroscience, College of Human Medicine, Michigan State University, Grand Rapids, MI, United States of America

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• Martina Mazzocchi,

  Roles Formal analysis

  Affiliation Brain Development and Repair Group, Department of Anatomy and Neuroscience University College Cork, Cork, Ireland

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• Edoardo Brandi,

  Roles Investigation

  Affiliation Neural Plasticity and Repair, Department of Experimental Medical Sciences, Lund University, Lund, Sweden

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• Gerard O’Keeffe,

  Roles Supervision, Writing – review & editing

  Affiliation Brain Development and Repair Group, Department of Anatomy and Neuroscience University College Cork, Cork, Ireland

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• Kathy Steece-Collier,

  Roles Funding acquisition, Supervision, Writing – review & editing

  Affiliation Translational Neuroscience, College of Human Medicine, Michigan State University, Grand Rapids, MI, United States of America

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• Jia-Yi Li,

  Roles Formal analysis, Investigation

  Affiliation Neural Plasticity and Repair, Department of Experimental Medical Sciences, Lund University, Lund, Sweden

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• Tomas Deierborg,

  Roles Formal analysis, Investigation, Supervision

  Affiliation Experimental Neuroinflammation Laboratory, Department of Experimental Medical Sciences, Lund University, Lund, Sweden

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• Fredric P. Manfredsson,

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

  Affiliation Barrow Neurological Institute, Parkinson’s Disease Research Unit, Department of Translational Neuroscience, Phoenix, Arizona, United States of America

  https://orcid.org/0000-0001-5802-5487

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• Marcus Davidsson,

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

  Affiliations Behavioural Neuroscience Laboratory, Department of Experimental Medical Sciences, Lund University Lund, Sweden, Barrow Neurological Institute, Parkinson’s Disease Research Unit, Department of Translational Neuroscience, Phoenix, Arizona, United States of America

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•  [ ... ],
• Andreas Heuer

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

  * E-mail: andreas.heuer@med.lu.se

  Affiliation Behavioural Neuroscience Laboratory, Department of Experimental Medical Sciences, Lund University Lund, Sweden

  https://orcid.org/0000-0003-0300-7606

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