SynAPSeg: A novel dataset and image analysis framework for deep learning-based synapse detection and quantification

• Pascal Schamber,

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

  Affiliation Department of Neuroscience, Tufts University, Boston, Massachusetts, United States of America

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• Sahana Darbhamulla,

  Roles Data curation, Validation, Writing – review & editing

  Affiliation Department of Neuroscience, Tufts University, Boston, Massachusetts, United States of America

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• Molly Boyer,

  Roles Data curation, Investigation, Validation, Writing – review & editing

  Affiliation Department of Neuroscience, Tufts University, Boston, Massachusetts, United States of America

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• Madison Pelletier,

  Roles Data curation, Validation, Writing – review & editing

  Affiliation Department of Neuroscience, Tufts University, Boston, Massachusetts, United States of America

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• Helene Hartman,

  Roles Data curation, Validation, Writing – review & editing

  Affiliation Department of Neuroscience, Tufts University, Boston, Massachusetts, United States of America

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• Olivia Friedman,

  Roles Data curation, Validation, Writing – review & editing

  Affiliation Department of Neuroscience, Tufts University, Boston, Massachusetts, United States of America

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• Shiyu Zhang,

  Roles Data curation, Validation, Writing – review & editing

  Affiliation Department of Neuroscience, Tufts University, Boston, Massachusetts, United States of America

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• Allison Blais,

  Roles Data curation, Validation, Writing – review & editing

  Affiliation Department of Neuroscience, Tufts University, Boston, Massachusetts, United States of America

  https://orcid.org/0009-0001-0045-2758

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• Seyun Oh,

  Roles Data curation, Validation, Writing – review & editing

  Affiliation Department of Neuroscience, Tufts University, Boston, Massachusetts, United States of America

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• Haining Zhong,

  Roles Funding acquisition, Resources, Writing – review & editing

  Affiliation Vollum Institute, Oregon Health and Science University, Portland, Oregon, United States of America

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• Alexei M. Bygrave

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

  * E-mail: alexei.bygrave@tufts.edu

  Affiliation Department of Neuroscience, Tufts University, Boston, Massachusetts, United States of America

  https://orcid.org/0000-0003-2291-923X

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