A deep learning approach for time-consistent cell cycle phase prediction from microscopy data

• Thomas Bonte,

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

  Affiliations Center for Computational Biology, Mines Paris PSL, Paris, France, U1331 - Computational Oncology, Institut Curie, Paris, France, U1331 - Computational Oncology, INSERM, Paris, France

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• Oriane Pourcelot,

  Roles Data curation, Resources, Writing – review & editing

  Affiliation IGH, CNRS and Montpellier University, Montpellier, France

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• Adham Safieddine,

  Roles Conceptualization, Data curation, Methodology, Writing – review & editing

  Affiliations Development, Adaptation and Ageing (Dev2A), Sorbonne Université, CNRS, INSERM, Paris, France, Institut de Biologie Paris-Seine (IBPS), Sorbonne Université, CNRS, INSERM, Paris, France

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• Floric Slimani,

  Roles Methodology, Writing – review & editing

  Affiliation IGH, CNRS and Montpellier University, Montpellier, France

  https://orcid.org/0009-0009-4887-9214

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• Florian Mueller,

  Roles Conceptualization

  Affiliation Institut Pasteur, Université Paris Cité, Centre de Ressources et Recherches Technologiques, UTechS-PBI, C2RT, Paris, France

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• Dominique Weil,

  Roles Conceptualization, Methodology

  Affiliations Development, Adaptation and Ageing (Dev2A), Sorbonne Université, CNRS, INSERM, Paris, France, Institut de Biologie Paris-Seine (IBPS), Sorbonne Université, CNRS, INSERM, Paris, France

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• Edouard Bertrand,

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Resources, Supervision, Validation, Writing – review & editing

  Affiliation IGH, CNRS and Montpellier University, Montpellier, France

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• Thomas Walter

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

  * E-mail: thomas.walter@minesparis.psl.eu

  Affiliations Center for Computational Biology, Mines Paris PSL, Paris, France, U1331 - Computational Oncology, Institut Curie, Paris, France, U1331 - Computational Oncology, INSERM, Paris, France

  https://orcid.org/0000-0001-7419-7879

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