FIRM image analysis: A machine learning workflow for quantifying extracellular matrix components from electron microscopy images

• Nicholas T. Gigliotti,

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

  Affiliation Department of Materials Science and Engineering, Whiting School of Engineering, Johns Hopkins University, Baltimore, Maryland, United States of America

  https://orcid.org/0000-0002-7608-7291

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• Justin Lee,

  Roles Conceptualization, Methodology, Software, Writing – review & editing

  Affiliation Department of Mechanical Engineering, Whiting School of Engineering, Johns Hopkins University, Baltimore, Maryland, United States of America

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• Emily H. Mang,

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

  Affiliation Department of Materials Science and Engineering, Whiting School of Engineering, Johns Hopkins University, Baltimore, Maryland, United States of America

  https://orcid.org/0000-0001-9623-9689

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• Giancarlo R. Zambrano,

  Roles Data curation, Validation, Writing – review & editing

  Affiliation Department of Chemical and Biomolecular Engineering, Whiting School of Engineering, Johns Hopkins University, Baltimore, Maryland, United States of America

  https://orcid.org/0009-0002-6492-9217

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• Mitra L. Taheri

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

  * E-mail: mtaheri4@jhu.edu

  Affiliation Department of Materials Science and Engineering, Whiting School of Engineering, Johns Hopkins University, Baltimore, Maryland, United States of America

  https://orcid.org/0000-0001-5349-1411

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