A data-driven approach to establishing cell motility patterns as predictors of macrophage subtypes and their relation to cell morphology

• Manasa Kesapragada ,

  Contributed equally to this work with: Manasa Kesapragada, Yao-Hui Sun

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

  Affiliation Department of Applied Mathematics, University of California, Santa Cruz, Santa Cruz, CA, United States of America

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• Yao-Hui Sun ,

  Contributed equally to this work with: Manasa Kesapragada, Yao-Hui Sun

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

  Affiliation Department of Ophthalmology & Vision Science, School of Medicine, University of California, Davis, Sacramento, CA, United States of America

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• Kan Zhu,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliation Department of Ophthalmology & Vision Science, School of Medicine, University of California, Davis, Sacramento, CA, United States of America

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• Cynthia Recendez,

  Roles Investigation, Writing – review & editing

  Affiliation Department of Ophthalmology & Vision Science, School of Medicine, University of California, Davis, Sacramento, CA, United States of America

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• Daniel Fregoso,

  Roles Investigation, Writing – review & editing

  Affiliation Department of Dermatology, School of Medicine, University of California, Davis, Sacramento, CA, United States of America

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• Hsin-Ya Yang,

  Roles Investigation, Writing – review & editing

  Affiliation Department of Dermatology, School of Medicine, University of California, Davis, Sacramento, CA, United States of America

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• Marco Rolandi,

  Roles Conceptualization, Funding acquisition, Project administration

  Affiliation Department of Electrical and Computer Engineering, University of California, Santa Cruz, Santa Cruz, CA, United States of America

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• Rivkah Isseroff,

  Roles Conceptualization, Supervision, Validation

  Affiliation Department of Dermatology, School of Medicine, University of California, Davis, Sacramento, CA, United States of America

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• Min Zhao,

  Roles Conceptualization, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliations Department of Ophthalmology & Vision Science, School of Medicine, University of California, Davis, Sacramento, CA, United States of America, Department of Dermatology, School of Medicine, University of California, Davis, Sacramento, CA, United States of America

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• Marcella Gomez

  Roles Conceptualization, Methodology, Supervision, Validation, Writing – original draft, Writing – review & editing

  * E-mail: mgomez26@ucsc.edu

  Affiliation Department of Applied Mathematics, University of California, Santa Cruz, Santa Cruz, CA, United States of America

  https://orcid.org/0000-0001-9709-5015

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