Publications by authors named "Caio Regatieri"

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Enhancement of Optical Coherence Tomography Images Using Adversarial Neural Networks: Impacts on Ophthalmic Practice.
Fernando Henrique F Teixeira, Valberto M Nunes, Brena Fernanda S Carvalho, Francisco Vinícius M Souza, José Leandro N Silva, Caio Vinicius S Regatieri

Cureus· September 2025

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Antiangiogenic Activity of 6-O-Desulfated Modified Heparin: Suppression of Choroidal Neovascularization.
Alex Treiger Grupenmacher, Bianca Oliveira Augusto, Bruna Zancanelli Fetter, Juliana P Rocha, Diego Lisboa Araujo, Caio Vinicius Saito Regatieri

Int J Mol Sci· August 2025

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Artificial intelligence, data sharing, and privacy for retinal imaging under Brazilian Data Protection Law.
Luis Filipe Nakayama, Lucas Zago Ribeiro, Fernando Korn Malerbi, Caio Saito Regatieri

Int J Retina Vitreous· April 2025

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Comparing No-Code Platforms and Deep Learning Models for Glaucoma Detection From Fundus Images.
Mauro Gobira, Luis F Nakayama, Caio Vinicius S Regatieri, Rubens Belfort

Cureus· March 2025

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A portable retina fundus photos dataset for clinical, demographic, and diabetic retinopathy prediction.
Chenwei Wu, David Restrepo, Luis Filipe Nakayama, Lucas Zago Ribeiro, Zitao Shuai, Caio Vinicius Saito Regatieri

Sci Data· February 2025

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Heatmap analysis for artificial intelligence explainability in diabetic retinopathy detection: illuminating the rationale of deep learning decisions.
Fernando Korn Malerbi, Luis Filipe Nakayama, Paulo Prado, Fernando Yamanaka, Gustavo Barreto Melo, Caio Vinicius Regatieri

Ann Transl Med· October 2024

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BRSET: A Brazilian Multilabel Ophthalmological Dataset of Retina Fundus Photos.
Luis Filipe Nakayama, David Restrepo, João Matos, Lucas Zago Ribeiro, Fernando Korn Malerbi, Caio Saito Regatieri

PLOS Digit Health· July 2024

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Automated machine learning model for fundus image classification by health-care professionals with no coding experience.
Lucas Zago Ribeiro, Luis Filipe Nakayama, Fernando Korn Malerbi, Caio Vinicius Saito Regatieri

Sci Rep· May 2024

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Transition from an in-person to a telemedicine diabetic retinopathy screening program.
Vanessa de O Almeida Barbieri, Luis Filipe Nakayama, Gabriel Almeida Barbieri, Suzane Eberhart Ribeiro da Silva, Daniel Cunha José Karmouche, Caio Vinicius Regatieri

Arq Bras Oftalmol· April 2024

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Image quality assessment of retinal fundus photographs for diabetic retinopathy in the machine learning era: a review.
Mariana Batista Gonçalves, Luis Filipe Nakayama, Daniel Ferraz, Hanna Faber, Edward Korot, Caio Vinicius Regatieri

Eye (Lond)· February 2024

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Automated Identification of Different Severity Levels of Diabetic Retinopathy Using a Handheld Fundus Camera and Single-Image Protocol.
Fernando K Malerbi, Luis Filipe Nakayama, Gustavo Barreto Melo, José A Stuchi, Diego Lencione, Caio V Regatieri

Ophthalmol Sci· February 2024

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BRSET: A Brazilian Multilabel Ophthalmological Dataset of Retina Fundus Photos.
Luis Filipe Nakayama, David Restrepo, João Matos, Lucas Zago Ribeiro, Fernando Korn Malerbi, Caio Saito Regatieri

medRxiv· January 2024

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Performance of ChatGPT-4 in answering questions from the Brazilian National Examination for Medical Degree Revalidation.
Mauro Gobira, Luis Filipe Nakayama, Rodrigo Moreira, Eric Andrade, Caio Vinicius Saito Regatieri

Rev Assoc Med Bras (1992)· October 2023

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Artificial intelligence for telemedicine diabetic retinopathy screening: a review.
Luis Filipe Nakayama, Lucas Zago Ribeiro, Frederico Novaes, Isabele Ayumi Miyawaki, Andresa Emy Miyawaki, Caio Vinicius Saito Regatieri

Ann Med· September 2023

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Clinical validation of a smartphone-based retinal camera for diabetic retinopathy screening.
Juliana Angélica Estevão de Oliveira, Luis Filipe Nakayama, Lucas Zago Ribeiro, Talita Virgínia Fernandes de Oliveira, Stefano Neto Jai Hyun Choi, Caio Vinicius Saito Regatieri

Acta Diabetol· August 2023

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Fairness and generalisability in deep learning of retinopathy of prematurity screening algorithms: a literature review.
Luis Filipe Nakayama, William Greig Mitchell, Lucas Zago Ribeiro, Robyn Gayle Dychiao, Warachaya Phanphruk, Caio Vinicius Saito Regatieri

BMJ Open Ophthalmol· August 2023

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Fairness and generalizability of OCT normative databases: a comparative analysis.
Luis Filipe Nakayama, Lucas Zago Ribeiro, Juliana Angelica Estevão de Oliveira, João Carlos Ramos Gonçalves de Matos, William Greig Mitchell, Caio Vinicius Saito Regatieri

Int J Retina Vitreous· August 2023

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The Digital Divide in Brazil and Barriers to Telehealth and Equal Digital Health Care: Analysis of Internet Access Using Publicly Available Data.
Luis Filipe Nakayama, William Warr Binotti, Naira Link Woite, Chrystinne Oliveira Fernandes, Pia Gabrielle Alfonso, Caio Vinicius Regatieri

J Med Internet Res· July 2023

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Artificial intelligence in uveitis: A comprehensive review.
Luis F Nakayama, Lucas Z Ribeiro, Robyn G Dychiao, Yuslay F Zamora, Caio V S Regatieri

Surv Ophthalmol· June 2023

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Retinal Scans and Data Sharing: The Privacy and Scientific Development Equilibrium.
Luis Filipe Nakayama, João Carlos Ramos Gonçalves de Matos, Isabelle Ursula Stewart, William Greig Mitchell, Nicole Martinez-Martin, Caio Vinicius Saito Regatieri

Mayo Clin Proc Digit Health· June 2023

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Challenges and advantages of being a scientific journal editor in the era of ChatGPT.
Rodrigo Pessoa Cavalcanti Lira, Eduardo Melani Rocha, Newton Kara-Junior, Dácio Carvalho Costa, Fernando Procianoy, Caio V Regatieri

Arq Bras Oftalmol· June 2023

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Digital Education for the Deployment of Artificial Intelligence in Health Care.
Fernando Korn Malerbi, Luis Filipe Nakayama, Robyn Gayle Dychiao, Lucas Zago Ribeiro, Cleva Villanueva, Caio Vinicius Regatieri

J Med Internet Res· June 2023

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Optical Coherence Tomography Angiographic Evaluation of Macular Vessel Density in Diabetic Macular Edema After Intravitreal Dexamethasone Implants: A Prospective Interventional Trial.
Nelson C Capelanes, Fernando K Malerbi, Eduardo A Novais, Caio Vinicius S Regatieri

Ophthalmic Surg Lasers Imaging Retina· March 2023

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Sociodemographic disparities in ophthalmological clinical trials.
Luis Filipe Nakayama, William Greig Mitchell, Skyler Shapiro, Alvina Pauline D Santiago, Warachaya Phanphruk, Caio Vinicius Saito Regatieri

BMJ Open Ophthalmol· February 2023

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Do anti-VEGFs used in the ophthalmic clinic cause Müller glial cell stress?
Rafael André da Silva, Luiz Philipe de Souza Ferreira, Vinicius Moraes de Paiva Roda, José Maria Soares Junior, Manuel de Jesus Simões, Caio Vinicius Saito Regatieri

Clinics (Sao Paulo)· January 2023

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