Combined diagnostic accuracy of two artificial intelligence systems for glaucoma diagnosis using color fundus photography

Gilvan Vilarinho da Silva Filho; Gustavo Coelho Caiado; Felipe Zocatelli Yamamoto; Sergio Henrique Teixeira; Tiago dos Santos Prata; Carolina Pelegrini Barbosa Gracitelli; Augusto Paranhos Jr

doi:10.1371/journal.pone.0349878

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Open Access

Peer-reviewed

Research Article

Combined diagnostic accuracy of two artificial intelligence systems for glaucoma diagnosis using color fundus photography

Gilvan Vilarinho da Silva Filho,

Roles Data curation, Formal analysis, Investigation, Resources, Writing – original draft

Affiliation Department of Ophthalmology and Visual Science, Glaucoma Service, Universidade Federal de São Paulo, São Paulo, Brazil

https://orcid.org/0000-0002-4982-8859

⨯
Gustavo Coelho Caiado,

Roles Data curation, Investigation

Affiliation Department of Ophthalmology and Visual Science, Glaucoma Service, Universidade Federal de São Paulo, São Paulo, Brazil
⨯
Felipe Zocatelli Yamamoto,

Roles Data curation, Investigation

Affiliation Department of Ophthalmology and Visual Science, Glaucoma Service, Universidade Federal de São Paulo, São Paulo, Brazil
⨯
Sergio Henrique Teixeira,

Roles Conceptualization, Formal analysis, Methodology, Validation

Affiliation Department of Ophthalmology and Visual Science, Glaucoma Service, Universidade Federal de São Paulo, São Paulo, Brazil
⨯
Tiago dos Santos Prata,

Roles Conceptualization, Formal analysis, Methodology, Validation

Affiliation Department of Ophthalmology and Visual Science, Glaucoma Service, Universidade Federal de São Paulo, São Paulo, Brazil
⨯
Carolina Pelegrini Barbosa Gracitelli,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft

Affiliation Department of Ophthalmology and Visual Science, Glaucoma Service, Universidade Federal de São Paulo, São Paulo, Brazil
⨯
Augusto Paranhos Jr

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

* E-mail: augusto.paranhos@gmail.com

Affiliation Department of Ophthalmology and Visual Science, Glaucoma Service, Universidade Federal de São Paulo, São Paulo, Brazil

https://orcid.org/0000-0001-6266-6922

⨯

Combined diagnostic accuracy of two artificial intelligence systems for glaucoma diagnosis using color fundus photography

Gilvan Vilarinho da Silva Filho,
Gustavo Coelho Caiado,
Felipe Zocatelli Yamamoto,
Sergio Henrique Teixeira,
Tiago dos Santos Prata,
Carolina Pelegrini Barbosa Gracitelli,
Augusto Paranhos Jr

Published: May 28, 2026
https://doi.org/10.1371/journal.pone.0349878

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