Leonardo Seidi Shigueoka:
ORCID: http://orcid.org/0000-0001-7077-8086
Role: ConceptualizationRole: Data curationRole: Formal analysisRole: Funding acquisitionRole:
InvestigationRole: MethodologyRole: Project administrationRole: ResourcesRole: SoftwareRole:
SupervisionRole: ValidationRole: VisualizationRole: Writing – original draftRole:
Writing – review & editing
José Paulo Cabral de Vasconcellos: Role: ConceptualizationRole: Data curationRole: Investigation
Rui Barroso Schimiti: Role: ConceptualizationRole: Data curationRole: Investigation
Alexandre Soares Castro Reis: Role: Formal analysisRole: InvestigationRole: VisualizationRole: Writing – original
draftRole: Writing – review & editing
Gabriel Ozeas de Oliveira: Role: Formal analysisRole: InvestigationRole: SoftwareRole: Validation
Edson Satoshi Gomi: Role: ConceptualizationRole: Formal analysisRole: InvestigationRole: MethodologyRole:
SoftwareRole: ValidationRole: Visualization
Jayme Augusto Rocha Vianna:
ORCID: http://orcid.org/0000-0001-5302-7950
Role: ConceptualizationRole: Formal analysisRole: InvestigationRole: SoftwareRole:
ValidationRole: Writing – review & editing
Renato Dichetti dos Reis Lisboa: Role: Formal analysisRole: InvestigationRole: MethodologyRole: Software
Felipe Andrade Medeiros: Role: InvestigationRole: MethodologyRole: ValidationRole: Writing – review & editing
Vital Paulino Costa: Role: ConceptualizationRole: Data curationRole: Formal analysisRole: Funding acquisitionRole:
InvestigationRole: MethodologyRole: Project administrationRole: ResourcesRole: SoftwareRole:
SupervisionRole: ValidationRole: VisualizationRole: Writing – original draftRole:
Writing – review & editing
Bobak Mortazavi: Role: Editor
Journal ID (nlm-ta): PLoS One
Journal ID (iso-abbrev): PLoS ONE
Journal ID (publisher-id): plos
Journal ID (pmc): plosone
Title:
PLoS ONE
Publisher:
Public Library of Science
(San Francisco, CA USA
)
ISSN
(Electronic):
1932-6203
Publication date
(Electronic):
5
December
2018
Publication date Collection: 2018
Volume: 13
Issue: 12
Electronic Location Identifier: e0207784
Affiliations
[1
]
Glaucoma Service, Department of Ophthalmology, University of Campinas, Campinas, São
Paulo, Brazil
[2
]
Department of Computer Engineering, Polytechnic School, University of São Paulo, São
Paulo, São Paulo, Brazil
[3
]
Department of Ophthalmology and Visual Sciences, Dalhousie University, Halifax, Nova
Scotia, Canada
[4
]
Duke University Eye Center, Department of Ophthalmology, Duke University School of
Medicine, Durham, North Carolina, United States of America
Texas A&M University, UNITED STATES
Author notes
Competing Interests: VPC received support from Novartis, Alcon Laboratories, União Quimica, Allergan, and
Glaukos; and FAM received support from Novartis, Alcon Laboratories, Bausch & Lomb,
Carl Zeiss Meditec, Heidelberg Engineering, Merck, Allergan, Sensimed, Topcon, Reichert,
National Eye Institute and Patent - RGC index with royalties paid. There are no products
in development or marketed products to declare. This does not alter our adherence
to all the PLOS ONE policies on sharing data and materials.
Author information
Article
Publisher ID:
PONE-D-18-12058
DOI: 10.1371/journal.pone.0207784
PMC ID: 6281287
PubMed ID: 30517157
SO-VID: 6c458194-78a3-4b5c-aa05-4d634bdb4f04
Copyright © © 2018 Shigueoka et al
License:
This is an open access article distributed under the terms of the
Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided
the original author and source are credited.
Funded by: funder-id http://dx.doi.org/10.13039/501100001807, Fundação de Amparo à Pesquisa do Estado de São Paulo;
Award ID: 07/51281-9
This work was supported by São Paulo Research Foundation, FAPESP (07/51281-9). Additional
support provided by Novartis, Alcon Laboratories, Bausch & Lomb, Carl Zeiss Meditec,
Heidelberg Engineering, Merck, Allergan, Sensimed, Topcon, Reichert, National Eye
Institute and Patent - RGC index with royalties to FAM; and from Novartis, Alcon Laboratories,
União Química, Allergan and Glaukos to VPC. The funders had no role in study design,
data collection and analysis, decision to publish, or preparation of the manuscript.
Subject:
Research Article
Subject:
Medicine and Health Sciences
Subject:
Ophthalmology
Subject:
Eye Diseases
Subject:
Glaucoma
Subject:
Biology and Life Sciences
Subject:
Anatomy
Subject:
Head
Subject:
Eyes
Subject:
Medicine and Health Sciences
Subject:
Anatomy
Subject:
Head
Subject:
Eyes
Subject:
Biology and Life Sciences
Subject:
Anatomy
Subject:
Ocular System
Subject:
Eyes
Subject:
Medicine and Health Sciences
Subject:
Anatomy
Subject:
Ocular System
Subject:
Eyes
Subject:
Medicine and Health Sciences
Subject:
Diagnostic Medicine
Subject:
Diagnostic Radiology
Subject:
Tomography
Subject:
Research and Analysis Methods
Subject:
Imaging Techniques
Subject:
Diagnostic Radiology
Subject:
Tomography
Subject:
Medicine and Health Sciences
Subject:
Radiology and Imaging
Subject:
Diagnostic Radiology
Subject:
Tomography
Subject:
Biology and Life Sciences
Subject:
Cell Biology
Subject:
Cellular Types
Subject:
Animal Cells
Subject:
Neurons
Subject:
Afferent Neurons
Subject:
Retinal Ganglion Cells
Subject:
Biology and Life Sciences
Subject:
Neuroscience
Subject:
Cellular Neuroscience
Subject:
Neurons
Subject:
Afferent Neurons
Subject:
Retinal Ganglion Cells
Subject:
Biology and Life Sciences
Subject:
Cell Biology
Subject:
Cellular Types
Subject:
Animal Cells
Subject:
Neurons
Subject:
Ganglion Cells
Subject:
Retinal Ganglion Cells
Subject:
Biology and Life Sciences
Subject:
Neuroscience
Subject:
Cellular Neuroscience
Subject:
Neurons
Subject:
Ganglion Cells
Subject:
Retinal Ganglion Cells
Subject:
Physical Sciences
Subject:
Mathematics
Subject:
Applied Mathematics
Subject:
Algorithms
Subject:
Machine Learning Algorithms
Subject:
Research and Analysis Methods
Subject:
Simulation and Modeling
Subject:
Algorithms
Subject:
Machine Learning Algorithms
Subject:
Computer and Information Sciences
Subject:
Artificial Intelligence
Subject:
Machine Learning
Subject:
Machine Learning Algorithms
Subject:
Physical Sciences
Subject:
Mathematics
Subject:
Applied Mathematics
Subject:
Algorithms
Subject:
Research and Analysis Methods
Subject:
Simulation and Modeling
Subject:
Algorithms
Subject:
Computer and Information Sciences
Subject:
Artificial Intelligence
Subject:
Machine Learning
Subject:
Support Vector Machines
Subject:
Computer and Information Sciences
Subject:
Artificial Intelligence
Subject:
Machine Learning