Predicting eyes at risk for rapid glaucoma progression based on an initial visual field test using machine learning

• Scott R. Shuldiner,

  Roles Data curation, Investigation, Resources, Writing – original draft, Writing – review & editing

  Affiliation Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America

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• Michael V. Boland,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Writing – review & editing

  Affiliation Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, United States of America

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• Pradeep Y. Ramulu,

  Roles Conceptualization, Investigation, Supervision, Writing – review & editing

  Affiliation Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America

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• C. Gustavo De Moraes,

  Roles Data curation, Writing – review & editing

  Affiliation Department of Ophthalmology, Columbia University Medical Center, New York, NY, United States of America

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• Tobias Elze,

  Roles Data curation, Writing – review & editing

  Affiliation Massachusetts Eye and Ear, Harvard Medical School, Boston, MA, United States of America

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• Jonathan Myers,

  Roles Data curation, Writing – review & editing

  Affiliation Wills Eye Hospital, Thomas Jefferson University, Philadelphia, PA, United States of America

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• Louis Pasquale,

  Roles Data curation, Writing – review & editing

  Affiliation The Eye and Vision Research Institute of New York Eye and Ear Infirmary at Mount Sinai, Icahn School of Medicine at Mount Sinai School, New York, NY, United States of America

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• Sarah Wellik,

  Roles Data curation, Writing – review & editing

  Affiliation Bascom Palmer Eye Institute, University of Miami, Miami, FL, United States of America

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• Jithin Yohannan

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

  * E-mail: jithin@jhmi.edu

  Affiliation Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America

  https://orcid.org/0000-0002-4741-0782

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