Semantic segmentation of HeLa cells: An objective comparison between one traditional algorithm and four deep-learning architectures

• Cefa Karabağ ,

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

  * E-mail: cefa.karabag.1@city.ac.uk (CK); reyes@city.ac.uk (CCRA)

  Affiliation Research Centre for Biomedical Engineering School of Mathematics, Computer Science and Engineering, Department of Electrical & Electronic Engineering, City, University of London, London, United Kingdom

  http://orcid.org/0000-0003-4424-0471

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• Martin L. Jones,

  Roles Conceptualization, Data curation, Writing – review & editing

  Affiliation Electron Microscopy Science Technology Platform, The Francis Crick Institute, London, United Kingdom

  http://orcid.org/0000-0003-0994-5652

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• Christopher J. Peddie,

  Roles Conceptualization, Data curation

  Affiliation Electron Microscopy Science Technology Platform, The Francis Crick Institute, London, United Kingdom

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• Anne E. Weston,

  Roles Conceptualization, Data curation, Writing – review & editing

  Affiliation Electron Microscopy Science Technology Platform, The Francis Crick Institute, London, United Kingdom

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• Lucy M. Collinson,

  Roles Conceptualization, Data curation, Writing – review & editing

  Affiliation Electron Microscopy Science Technology Platform, The Francis Crick Institute, London, United Kingdom

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• Constantino Carlos Reyes-Aldasoro

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

  * E-mail: cefa.karabag.1@city.ac.uk (CK); reyes@city.ac.uk (CCRA)

  Affiliation giCentre, Department of Computer Science, School of Mathematics, Computer Science and Engineering, City, University of London, London, United Kingdom

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