Forecasting future Humphrey Visual Fields using deep learning

• Joanne C. Wen ,

  Contributed equally to this work with: Joanne C. Wen, Cecilia S. Lee

  Roles Formal analysis, Supervision, Writing – original draft, Writing – review & editing

  ¶‡ YW and AYL also contributed equally to this work. JCW and CSL are co-first authors on this work. YW and AYL are co-senior authors on this work.

  Affiliation Department of Ophthalmology, University of Washington, Seattle, WA, United States of America

  http://orcid.org/0000-0002-8407-7819

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• Cecilia S. Lee ,

  Contributed equally to this work with: Joanne C. Wen, Cecilia S. Lee

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

  ¶‡ YW and AYL also contributed equally to this work. JCW and CSL are co-first authors on this work. YW and AYL are co-senior authors on this work.

  Affiliation Department of Ophthalmology, University of Washington, Seattle, WA, United States of America

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• Pearse A. Keane,

  Roles Data curation, Writing – review & editing

  Affiliation NIHR Biomedical Research Centre for Ophthalmology at Moorfields Eye Hospital, Moorfields Eye Hospital NHS Foundation Trust and University College London (UCL) Institute of Ophthalmology, London, United Kingdom

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• Sa Xiao,

  Roles Data curation, Formal analysis, Validation, Writing – review & editing

  Affiliation Department of Ophthalmology, University of Washington, Seattle, WA, United States of America

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• Ariel S. Rokem,

  Roles Data curation, Formal analysis, Writing – review & editing

  Affiliation eScience Institute, University of Washington, Seattle, WA, United States of America

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• Philip P. Chen,

  Roles Supervision, Writing – review & editing

  Affiliation Department of Ophthalmology, University of Washington, Seattle, WA, United States of America

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• Yue Wu ,

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

  ¶‡ YW and AYL also contributed equally to this work. JCW and CSL are co-first authors on this work. YW and AYL are co-senior authors on this work.

  Affiliation Department of Ophthalmology, University of Washington, Seattle, WA, United States of America

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• Aaron Y. Lee

  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: leeay@uw.edu

  ¶‡ YW and AYL also contributed equally to this work. JCW and CSL are co-first authors on this work. YW and AYL are co-senior authors on this work.

  Affiliations Department of Ophthalmology, University of Washington, Seattle, WA, United States of America, eScience Institute, University of Washington, Seattle, WA, United States of America

  http://orcid.org/0000-0002-7452-1648

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