Towards a fully automated surveillance of well-being status in laboratory mice using deep learning: Starting with facial expression analysis

• Niek Andresen ,

  Contributed equally to this work with: Niek Andresen, Manuel Wöllhaf, Katharina Hohlbaum

  Roles Data curation, Investigation, Methodology, Software, Writing – original draft

  Affiliation Department of Computer Vision & Remote Sensing, Technische Universität Berlin, Berlin, Germany

  http://orcid.org/0000-0002-3596-0795

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• Manuel Wöllhaf ,

  Contributed equally to this work with: Niek Andresen, Manuel Wöllhaf, Katharina Hohlbaum

  Roles Data curation, Investigation, Methodology, Software, Writing – original draft

  Affiliation Department of Computer Vision & Remote Sensing, Technische Universität Berlin, Berlin, Germany

  http://orcid.org/0000-0002-8190-6503

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• Katharina Hohlbaum ,

  Contributed equally to this work with: Niek Andresen, Manuel Wöllhaf, Katharina Hohlbaum

  Roles Data curation, Investigation, Project administration, Resources, Writing – original draft

  * E-mail: katharina.hohlbaum@fu-berlin.de (KH); vitaly.belik@fu-berlin.de (VB)

  Affiliation Institute of Animal Welfare, Animal Behavior, and Laboratory Animal Science, Department of Veterinary Medicine, Freie Universität Berlin, Berlin, Germany

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• Lars Lewejohann,

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

  Affiliations Institute of Animal Welfare, Animal Behavior, and Laboratory Animal Science, Department of Veterinary Medicine, Freie Universität Berlin, Berlin, Germany, German Centre for the Protection of Laboratory Animals (Bf3R), German Federal Institute for Risk Assessment (BfR), Berlin, Germany

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• Olaf Hellwich ,

  Roles Conceptualization, Funding acquisition, Project administration, Resources, Supervision, Writing – review & editing

  ¶‡ These authors also contributed equally to this work.

  Affiliation Department of Computer Vision & Remote Sensing, Technische Universität Berlin, Berlin, Germany

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• Christa Thöne-Reineke ,

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

  ¶‡ These authors also contributed equally to this work.

  Affiliation Institute of Animal Welfare, Animal Behavior, and Laboratory Animal Science, Department of Veterinary Medicine, Freie Universität Berlin, Berlin, Germany

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• Vitaly Belik

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

  * E-mail: katharina.hohlbaum@fu-berlin.de (KH); vitaly.belik@fu-berlin.de (VB)

  ¶‡ These authors also contributed equally to this work.

  Affiliation System Modeling Group, Institute for Veterinary Epidemiology and Biostatistics, Department of Veterinary Medicine, Freie Universität Berlin, Berlin, Germany

  http://orcid.org/0000-0003-3748-0071

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