Automated algorithms combining structure and function outperform general ophthalmologists in diagnosing glaucoma

• Leonardo Seidi Shigueoka ,

  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: leonardo.seidi@yahoo.com.br

  Affiliation Glaucoma Service, Department of Ophthalmology, University of Campinas, Campinas, São Paulo, Brazil

  http://orcid.org/0000-0001-7077-8086

  ⨯
• José Paulo Cabral de Vasconcellos,

  Roles Conceptualization, Data curation, Investigation

  Affiliation Glaucoma Service, Department of Ophthalmology, University of Campinas, Campinas, São Paulo, Brazil

  ⨯
• Rui Barroso Schimiti,

  Roles Conceptualization, Data curation, Investigation

  Affiliation Glaucoma Service, Department of Ophthalmology, University of Campinas, Campinas, São Paulo, Brazil

  ⨯
• Alexandre Soares Castro Reis,

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

  Affiliation Glaucoma Service, Department of Ophthalmology, University of Campinas, Campinas, São Paulo, Brazil

  ⨯
• Gabriel Ozeas de Oliveira,

  Roles Formal analysis, Investigation, Software, Validation

  Affiliation Department of Computer Engineering, Polytechnic School, University of São Paulo, São Paulo, São Paulo, Brazil

  ⨯
• Edson Satoshi Gomi,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Validation, Visualization

  Affiliation Department of Computer Engineering, Polytechnic School, University of São Paulo, São Paulo, São Paulo, Brazil

  ⨯
• Jayme Augusto Rocha Vianna,

  Roles Conceptualization, Formal analysis, Investigation, Software, Validation, Writing – review & editing

  Affiliation Department of Ophthalmology and Visual Sciences, Dalhousie University, Halifax, Nova Scotia, Canada

  http://orcid.org/0000-0001-5302-7950

  ⨯
• Renato Dichetti dos Reis Lisboa,

  Roles Formal analysis, Investigation, Methodology, Software

  Affiliation Duke University Eye Center, Department of Ophthalmology, Duke University School of Medicine, Durham, North Carolina, United States of America

  ⨯
• Felipe Andrade Medeiros,

  Roles Investigation, Methodology, Validation, Writing – review & editing

  Affiliation Duke University Eye Center, Department of Ophthalmology, Duke University School of Medicine, Durham, North Carolina, United States of America

  ⨯
• Vital Paulino Costa

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

  Affiliation Glaucoma Service, Department of Ophthalmology, University of Campinas, Campinas, São Paulo, Brazil

  ⨯