Fernando K Malerbi

Affiliations

Federal University of Sao Paulo (UNIFESP/EPM), Sao Paulo, SP, Brazil.
Instituto da Visão (IPEPO), Rua Borges Lagoa 1083, São Paulo, SP, 04038-032, Brazil.

Publications (31)

Patients Perceptions of Artificial Intelligence in a Deep Learning-Assisted Diabetic Retinopathy Screening Event: A Real-World Assessment.

Journal of diabetes science and technology

Avec: Fernando Korn Malerbi , Beatriz Mezzomo Ventura , Mariana Fischer , Fernando Marcondes Penha

Paracentral acute middle maculopathy in Susac syndrome after dual exposure to SARS-CoV-2 antigen.

BMJ case reports

Avec: Fernando Korn Malerbi , Vinicius Andreoli Schoeps , Kimble T F Matos

Diabetic retinopathy screening in urban primary care setting with a handheld smartphone-based retinal camera.

Acta diabetologica

Avec: Márcia Silva Queiroz , Jacira Xavier de Carvalho , Silvia Ferreira Bortoto , Mozania Reis de Matos , Cristiane das Graças Dias Cavalcante , Elenilda Almeida Silva Andrade , Maria Lúcia Correa-Giannella , Fernando Korn Malerbi

Trends in treatment of retinal disorders in the Brazilian Public Health System over a 10-year period.

Einstein (Sao Paulo, Brazil)

Avec: Aline Nunes Ferraz , Rafael da Silva Lemos , Fernando Korn Malerbi , Rodrigo Brant , Arthur Gustavo Fernandes

Real-life outcomes of subthreshold laser therapy for diabetic macular edema.

International journal of retina and vitreous

Avec: Renato M Passos , Fernando K Malerbi , Marindia Rocha , Maurício Maia , Michel E Farah

BRSET: A Brazilian Multilabel Ophthalmological Dataset of Retina Fundus Photos.

medRxiv : the preprint server for health sciences

Avec: Luis Filipe Nakayama , David Restrepo , João Matos , Lucas Zago Ribeiro , Fernando Korn Malerbi , Leo Anthony Celi , Caio Saito Regatieri

Transition from an in-person to a telemedicine diabetic retinopathy screening program.

Arquivos brasileiros de oftalmologia

Avec: Vanessa de O Almeida Barbieri , Luis Filipe Nakayama , Gabriel Almeida Barbieri , Suzane Eberhart Ribeiro da Silva , Daniel Cunha José Karmouche , Marcelle Naomi Oshiro Shinzato , Rodrigo Eiji Nakagawa , Caio Vinicius Regatieri , Fernando Korn Malerbi

BRSET: A Brazilian Multilabel Ophthalmological Dataset of Retina Fundus Photos.

PLOS digital health

Avec: Luis Filipe Nakayama , David Restrepo , João Matos , Lucas Zago Ribeiro , Fernando Korn Malerbi , Leo Anthony Celi , Caio Saito Regatieri

Relationship between Proliferative Diabetic Retinopathy and Inflammatory Markers in Patients with Type 1 Diabetes in Brazil: A Nested Case Control Study.

Ophthalmologica. Journal international d'ophtalmologie. International journal of ophthalmology. Zeitschrift fur Augenheilkunde

Avec: Laura Gomes Nunes Melo , Paulo Henrique Morales , Karla Rezende Guerra Drummond , Deborah Conte Santos , Marcela Haas Pizarro , Bianca Senger Vasconcelos Barros , André Araújo Pinheiro , Felipe Mallmann , Franz Schubert Lopes Leal , Luiza Harcar Muniz , Fernando Korn Malerbi , Marilia Brito Gomes

Genomic ancestry as a risk factor for diabetic retinopathy in patients with type 1 diabetes from an admixed population: a nested case-control study in Brazil.

Acta diabetologica

Avec: Deborah Conte Santos , Laura Gomes Nunes de Melo , Marcela Haas Pizarro , Bianca S V Barros , Carlos Antonio Negrato , Luís Cristóvão Porto , Dayse A Silva , Karla Rezende Guerra Drummond , Luiza Harcar Muniz , Tessa Cerqueria Lemos Mattos , André Araújo Pinheiro , Felipe Mallmann , Franz Schubert Lopes Leal , Fernando Korn Malerbi , Paulo Henrique Morales , Marília Brito Gomes

Optical Coherence Tomography Angiographic Evaluation of Macular Vessel Density in Diabetic Macular Edema After Intravitreal Dexamethasone Implants: A Prospective Interventional Trial.

Ophthalmic surgery, lasers & imaging retina

Avec: Nelson C Capelanes , Fernando K Malerbi , Eduardo A Novais , Caio Vinicius S Regatieri

Single retinal image for diabetic retinopathy screening: performance of a handheld device with embedded artificial intelligence.

International journal of retina and vitreous

Avec: Fernando Marcondes Penha , Bruna Milene Priotto , Francini Hennig , Bernardo Przysiezny , Bruno Antunes Wiethorn , Julia Orsi , Isabelle Beatriz Freccia Nagel , Brenda Wiggers , Jose Augusto Stuchi , Diego Lencione , Paulo Victor de Souza Prado , Fernando Yamanaka , Fernando Lojudice , Fernando Korn Malerbi

Advancing healthcare with artificial intelligence: diagnostic accuracy of machine learning algorithm in diagnosis of diabetic retinopathy in the Brazilian population.

Diabetology & metabolic syndrome

Avec: Mateus A Dos Reis , Cristiano A Künas , Thiago da Silva Araújo , Josiane Schneiders , Pietro B de Azevedo , Luis F Nakayama , Dimitris R V Rados , Roberto N Umpierre , Otávio Berwanger , Daniel Lavinsky , Fernando K Malerbi , Philippe O A Navaux , Beatriz D Schaan

Synchronous Diagnosis of Diabetic Retinopathy by a Handheld Retinal Camera, Artificial Intelligence, and Simultaneous Specialist Confirmation.

Ophthalmology. Retina

Avec: Gustavo Barreto Melo , Luis Filipe Nakayama , Viviane Santos Cardoso , Lucas Andrade Dos Santos , Fernando Korn Malerbi

Retinal exams requested at Primary Care Unit: indications, results and alternative strategies of evaluation.

Einstein (Sao Paulo, Brazil)

Avec: Fernando Korn Malerbi , Adriano Biondi Monteiro Carneiro , Marcelo Katz , Claudio Luiz Lottenberg

Diabetic Retinopathy Screening Using Artificial Intelligence and Handheld Smartphone-Based Retinal Camera.

Journal of diabetes science and technology

Avec: Fernando Korn Malerbi , Rafael Ernane Andrade , Paulo Henrique Morales , José Augusto Stuchi , Diego Lencione , Jean Vitor de Paulo , Mayana Pereira Carvalho , Fabrícia Silva Nunes , Roseanne Montargil Rocha , Daniel A Ferraz , Rubens Belfort

New Insights in Resistant Diabetic Macular Edema.

Ophthalmologica. Journal international d'ophtalmologie. International journal of ophthalmology. Zeitschrift fur Augenheilkunde

Avec: Dante Akira Kondo Kuroiwa , Fernando Korn Malerbi , Caio Vinicius Saito Regatieri

Human Leukocyte Antigens class II (HLA II) gene profile from an admixed population of patients with type 1 diabetes with severe diabetic retinopathy: a nested case-control study in Brazil.

Diabetology & metabolic syndrome

Avec: Deborah Conte Santos , Luís Cristóvão Porto , Marcela Haas Pizarro , Laura Gomes Nunes de Melo , Dayse A Silva , Romulo Vianna Oliveira , Anna Paula Villela , Luiza Harcar Muniz , Camila Soares , Lucianne Righeti Monteiro Tannus , Karla Rezende Guerra Drummond , André Araújo Pinheiro , Felipe Mallmann , Franz Schubert Lopes Leal , Fernando Korn Malerbi , Paulo Henrique Morales , Marília Brito Gomes

Diabetic retinopathy classification for supervised machine learning algorithms.

International journal of retina and vitreous

Avec: Luis Filipe Nakayama , Lucas Zago Ribeiro , Mariana Batista Gonçalves , Daniel A Ferraz , Helen Nazareth Veloso Dos Santos , Fernando Korn Malerbi , Paulo Henrique Morales , Mauricio Maia , Caio Vinicius Saito Regatieri , Rubens Belfort Mattos

Prevalence of diabetic retinopathy in Brazil: a systematic review with meta-analysis.

Diabetology & metabolic syndrome

Avec: Thiago Alves Chagas , Mateus Augusto Dos Reis , Gabriel Leivas , Lucas Porto Santos , Agnes Nogueira Gossenheimer , Gustavo Barreto Melo , Fernando Korn Malerbi , Beatriz D Schaan

Clinical validation of a smartphone-based retinal camera for diabetic retinopathy screening.

Acta diabetologica

Avec: Juliana Angélica Estevão de Oliveira , Luis Filipe Nakayama , Lucas Zago Ribeiro , Talita Virgínia Fernandes de Oliveira , Stefano Neto Jai Hyun Choi , Edgar Menezes Neto , Viviane Santos Cardoso , Sergio Atala Dib , Gustavo Barreto Melo , Caio Vinicius Saito Regatieri , Fernando Korn Malerbi

Image quality assessment of retinal fundus photographs for diabetic retinopathy in the machine learning era: a review.

Eye (London, England)

Avec: Mariana Batista Gonçalves , Luis Filipe Nakayama , Daniel Ferraz , Hanna Faber , Edward Korot , Fernando Korn Malerbi , Caio Vinicius Regatieri , Mauricio Maia , Leo Anthony Celi , Pearse A Keane , Rubens Belfort

Digital Education for the Deployment of Artificial Intelligence in Health Care.

Journal of medical Internet research

Avec: Fernando Korn Malerbi , Luis Filipe Nakayama , Robyn Gayle Dychiao , Lucas Zago Ribeiro , Cleva Villanueva , Leo Anthony Celi , Caio Vinicius Regatieri

Artificial intelligence for telemedicine diabetic retinopathy screening: a review.

Annals of medicine

Avec: Luis Filipe Nakayama , Lucas Zago Ribeiro , Frederico Novaes , Isabele Ayumi Miyawaki , Andresa Emy Miyawaki , Juliana Angélica Estevão de Oliveira , Talita Oliveira , Fernando Korn Malerbi , Caio Vinicius Saito Regatieri , Leo Anthony Celi , Paolo S Silva

Worldwide inequality in access to full text scientific articles: the example of ophthalmology.

PeerJ

Avec: Christophe Boudry , Patricio Alvarez-Muñoz , Ricardo Arencibia-Jorge , Didier Ayena , Niels J Brouwer , Zia Chaudhuri , Brenda Chawner , Emilienne Epee , Khalil Erraïs , Akbar Fotouhi , Almutez M Gharaibeh , Dina H Hassanein , Martina C Herwig-Carl , Katherine Howard , Dieudonne Kaimbo Wa Kaimbo , Patricia-Ann Laughrea , Fernando A Lopez , Juan D Machin-Mastromatteo , Fernando K Malerbi , Papa Amadou Ndiaye , Nina A Noor , Josmel Pacheco-Mendoza , Vasilios P Papastefanou , Mufarriq Shah , Carol L Shields , Ya Xing Wang , Vasily Yartsev , Frederic Mouriaux

Diabetic Macular Edema Screened by Handheld Smartphone-based Retinal Camera and Artificial Intelligence.

Journal of medical systems

Avec: Fernando Korn Malerbi , Giovana Mendes , Nathan Barboza , Paulo Henrique Morales , Roseanne Montargil , Rafael Ernane Andrade

Fovea-threatening and fovea-involving peripheral Coats disease: effects of posture and intervention.

International journal of retina and vitreous

Avec: Eduardo Cunha de Souza , Evandro Rosa , João Rafael de Oliveira Dias , Fernando Korn Malerbi , Bruno Campelo Leal , Helio Paulo Primiano Junior

Diabetic retinopathy screening and treatment through the Brazilian National Health Insurance.

Scientific reports

Avec: Arthur Gustavo Fernandes , Aline Nunes Ferraz , Rodrigo Brant , Fernando Korn Malerbi

Feasibility of screening for diabetic retinopathy using artificial intelligence, Brazil.

Bulletin of the World Health Organization

Avec: Fernando Korn Malerbi , Gustavo Barreto Melo

Fairness and generalizability of OCT normative databases: a comparative analysis.

International journal of retina and vitreous

Avec: Luis Filipe Nakayama , Lucas Zago Ribeiro , Juliana Angelica Estevão de Oliveira , João Carlos Ramos Gonçalves de Matos , William Greig Mitchell , Fernando Korn Malerbi , Leo Anthony Celi , Caio Vinicius Saito Regatieri

Automated machine learning model for fundus image classification by health-care professionals with no coding experience.

Scientific reports

Avec: Lucas Zago Ribeiro , Luis Filipe Nakayama , Fernando Korn Malerbi , Caio Vinicius Saito Regatieri

Réseau de co-auteurs

Fernando Korn Malerbi 27 collaborations

Luis Filipe Nakayama 11 collaborations

Lucas Zago Ribeiro 8 collaborations

Leo Anthony Celi 6 collaborations

Paulo Henrique Morales 6 collaborations

Caio Vinicius Saito Regatieri 6 collaborations

Gustavo Barreto Melo 4 collaborations

Caio Vinicius Regatieri 3 collaborations

Karla Rezende Guerra Drummond 3 collaborations

Deborah Conte Santos 3 collaborations

Marcela Haas Pizarro 3 collaborations

André Araújo Pinheiro 3 collaborations

Felipe Mallmann 3 collaborations

Franz Schubert Lopes Leal 3 collaborations

Luiza Harcar Muniz 3 collaborations

Fernando Marcondes Penha 2 collaborations

Aline Nunes Ferraz 2 collaborations

Rodrigo Brant 2 collaborations

Arthur Gustavo Fernandes 2 collaborations

David Restrepo 2 collaborations

João Matos 2 collaborations

Caio Saito Regatieri 2 collaborations

Laura Gomes Nunes de Melo 2 collaborations

Luís Cristóvão Porto 2 collaborations

Dayse A Silva 2 collaborations

Marília Brito Gomes 2 collaborations

Diego Lencione 2 collaborations

Beatriz D Schaan 2 collaborations

Viviane Santos Cardoso 2 collaborations

Rafael Ernane Andrade 2 collaborations

Daniel A Ferraz 2 collaborations

Rubens Belfort 2 collaborations

Mariana Batista Gonçalves 2 collaborations

Mauricio Maia 2 collaborations

Juliana Angélica Estevão de Oliveira 2 collaborations

Beatriz Mezzomo Ventura 1 collaboration

Mariana Fischer 1 collaboration

Vinicius Andreoli Schoeps 1 collaboration

Kimble T F Matos 1 collaboration

Márcia Silva Queiroz 1 collaboration

Jacira Xavier de Carvalho 1 collaboration

Silvia Ferreira Bortoto 1 collaboration

Mozania Reis de Matos 1 collaboration

Cristiane das Graças Dias Cavalcante 1 collaboration

Elenilda Almeida Silva Andrade 1 collaboration

Maria Lúcia Correa-Giannella 1 collaboration

Rafael da Silva Lemos 1 collaboration

Renato M Passos 1 collaboration

Marindia Rocha 1 collaboration

Maurício Maia 1 collaboration

Michel E Farah 1 collaboration

Vanessa de O Almeida Barbieri 1 collaboration

Gabriel Almeida Barbieri 1 collaboration

Suzane Eberhart Ribeiro da Silva 1 collaboration

Daniel Cunha José Karmouche 1 collaboration

Marcelle Naomi Oshiro Shinzato 1 collaboration

Rodrigo Eiji Nakagawa 1 collaboration

Laura Gomes Nunes Melo 1 collaboration

Bianca Senger Vasconcelos Barros 1 collaboration

Marilia Brito Gomes 1 collaboration

Bianca S V Barros 1 collaboration

Carlos Antonio Negrato 1 collaboration

Tessa Cerqueria Lemos Mattos 1 collaboration

Nelson C Capelanes 1 collaboration

Eduardo A Novais 1 collaboration

Caio Vinicius S Regatieri 1 collaboration

Bruna Milene Priotto 1 collaboration

Francini Hennig 1 collaboration

Bernardo Przysiezny 1 collaboration

Bruno Antunes Wiethorn 1 collaboration

Julia Orsi 1 collaboration

Isabelle Beatriz Freccia Nagel 1 collaboration

Brenda Wiggers 1 collaboration

Jose Augusto Stuchi 1 collaboration

Paulo Victor de Souza Prado 1 collaboration

Fernando Yamanaka 1 collaboration

Fernando Lojudice 1 collaboration

Mateus A Dos Reis 1 collaboration

Cristiano A Künas 1 collaboration

Thiago da Silva Araújo 1 collaboration

Josiane Schneiders 1 collaboration

Pietro B de Azevedo 1 collaboration

Luis F Nakayama 1 collaboration

Dimitris R V Rados 1 collaboration

Roberto N Umpierre 1 collaboration

Otávio Berwanger 1 collaboration

Daniel Lavinsky 1 collaboration

Philippe O A Navaux 1 collaboration

Lucas Andrade Dos Santos 1 collaboration

Adriano Biondi Monteiro Carneiro 1 collaboration

Marcelo Katz 1 collaboration

Claudio Luiz Lottenberg 1 collaboration

José Augusto Stuchi 1 collaboration

Jean Vitor de Paulo 1 collaboration

Mayana Pereira Carvalho 1 collaboration

Fabrícia Silva Nunes 1 collaboration

Roseanne Montargil Rocha 1 collaboration

Dante Akira Kondo Kuroiwa 1 collaboration

Romulo Vianna Oliveira 1 collaboration

Anna Paula Villela 1 collaboration

Camila Soares 1 collaboration

Lucianne Righeti Monteiro Tannus 1 collaboration

Helen Nazareth Veloso Dos Santos 1 collaboration

Rubens Belfort Mattos 1 collaboration

Thiago Alves Chagas 1 collaboration

Mateus Augusto Dos Reis 1 collaboration

Gabriel Leivas 1 collaboration

Lucas Porto Santos 1 collaboration

Agnes Nogueira Gossenheimer 1 collaboration

Talita Virgínia Fernandes de Oliveira 1 collaboration

Stefano Neto Jai Hyun Choi 1 collaboration

Edgar Menezes Neto 1 collaboration

Sergio Atala Dib 1 collaboration

Daniel Ferraz 1 collaboration

Hanna Faber 1 collaboration

Edward Korot 1 collaboration

Pearse A Keane 1 collaboration

Robyn Gayle Dychiao 1 collaboration

Cleva Villanueva 1 collaboration

Frederico Novaes 1 collaboration

Isabele Ayumi Miyawaki 1 collaboration

Andresa Emy Miyawaki 1 collaboration

Talita Oliveira 1 collaboration

Paolo S Silva 1 collaboration

Christophe Boudry 1 collaboration

Patricio Alvarez-Muñoz 1 collaboration

Ricardo Arencibia-Jorge 1 collaboration

Didier Ayena 1 collaboration

Niels J Brouwer 1 collaboration

Zia Chaudhuri 1 collaboration

Brenda Chawner 1 collaboration

Emilienne Epee 1 collaboration

Khalil Erraïs 1 collaboration

Akbar Fotouhi 1 collaboration

Almutez M Gharaibeh 1 collaboration

Dina H Hassanein 1 collaboration

Martina C Herwig-Carl 1 collaboration

Katherine Howard 1 collaboration

Dieudonne Kaimbo Wa Kaimbo 1 collaboration

Patricia-Ann Laughrea 1 collaboration

Fernando A Lopez 1 collaboration

Juan D Machin-Mastromatteo 1 collaboration

Papa Amadou Ndiaye 1 collaboration

Nina A Noor 1 collaboration

Josmel Pacheco-Mendoza 1 collaboration

Vasilios P Papastefanou 1 collaboration

Mufarriq Shah 1 collaboration

Carol L Shields 1 collaboration

Ya Xing Wang 1 collaboration

Vasily Yartsev 1 collaboration

Frederic Mouriaux 1 collaboration

Giovana Mendes 1 collaboration

Nathan Barboza 1 collaboration

Roseanne Montargil 1 collaboration

Eduardo Cunha de Souza 1 collaboration

Evandro Rosa 1 collaboration

João Rafael de Oliveira Dias 1 collaboration

Bruno Campelo Leal 1 collaboration

Helio Paulo Primiano Junior 1 collaboration

Juliana Angelica Estevão de Oliveira 1 collaboration

João Carlos Ramos Gonçalves de Matos 1 collaboration

William Greig Mitchell 1 collaboration