A semi-automated machine-learning based workflow for ellipsoid zone analysis in eyes with macular edema: SCORE2 pilot study

• Tyler Etheridge,

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

  Affiliation Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States of America

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• Ellen T. A. Dobson,

  Roles Conceptualization, Data curation, Investigation, Methodology, Project administration, Resources, Software, Writing – original draft, Writing – review & editing

  Affiliation Laboratory for Optical and Computational Instrumentation, University of Wisconsin-Madison, Madison, WI, United States of America

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• Marcel Wiedenmann,

  Roles Investigation, Methodology, Project administration, Resources, Software, Visualization

  Affiliation KNIME GmbH, Konstanz, Germany

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• Chandana Papudesu,

  Roles Conceptualization, Investigation, Methodology, Project administration, Validation, Writing – review & editing

  Affiliation Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States of America

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• Ingrid U. Scott,

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

  Affiliation Departments of Ophthalmology and Public Health Sciences, Penn State College of Medicine, Hershey, PA, United States of America

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• Michael S. Ip,

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

  Affiliation Doheny Eye Institute, University of California Los Angeles Stein Eye Institute, Los Angeles, CA, United States of America

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• Kevin W. Eliceiri,

  Roles Conceptualization, Investigation, Methodology, Resources, Software, Supervision, Writing – review & editing

  Affiliation Laboratory for Optical and Computational Instrumentation, University of Wisconsin-Madison, Madison, WI, United States of America

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• Barbara A. Blodi,

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

  Affiliation Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States of America

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• Amitha Domalpally

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

  * E-mail: domalpally@wisc.edu

  Affiliation Department of Ophthalmology and Visual Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States of America

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