Glaucoma detection and staging from visual field images using machine learning techniques

• Nahida Akter,

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

  Affiliation School of Optometry and Vision Science, UNSW Sydney, Sydney, New South Wales, Australia

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• Jack Gordon,

  Roles Data curation, Resources, Validation

  Affiliation School of Optometry and Vision Science, UNSW Sydney, Sydney, New South Wales, Australia

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• Sherry Li,

  Roles Data curation, Investigation, Methodology, Resources, Validation, Writing – original draft

  Affiliation School of Optometry and Vision Science, UNSW Sydney, Sydney, New South Wales, Australia

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• Mikki Poon,

  Roles Data curation, Investigation, Methodology, Resources, Validation, Writing – original draft

  Affiliation School of Optometry and Vision Science, UNSW Sydney, Sydney, New South Wales, Australia

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• Stuart Perry,

  Roles Methodology, Supervision, Validation, Visualization, Writing – review & editing

  Affiliation School of Electrical and Data Engineering, University of Technology Sydney, Sydney, New South Wales, Australia

  https://orcid.org/0000-0002-2794-3178

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• John Fletcher,

  Roles Methodology, Supervision, Validation, Visualization, Writing – review & editing

  Affiliation School of Electrical Engineering and Telecommunications, UNSW Sydney, Sydney, New South Wales, Australia

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• Thomas Chan,

  Roles Resources, Writing – review & editing

  Affiliations Faculty of Medicine & Health, University of Sydney, Sydney, New South Wales, Australia, PersonalEYES, Sydney, New South Wales, Australia

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• Andrew White,

  Roles Writing – review & editing

  Affiliations Faculty of Medicine & Health, University of Sydney, Sydney, New South Wales, Australia, PersonalEYES, Sydney, New South Wales, Australia, Department of Ophthalmology, Westmead Hospital, Sydney, New South Wales, Australia

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• Maitreyee Roy

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

  * E-mail: maitreyee.roy@unsw.edu.au

  Affiliation School of Optometry and Vision Science, UNSW Sydney, Sydney, New South Wales, Australia

  https://orcid.org/0000-0001-7314-3801

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