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Advancing healthcare with artificial intelligence: diagnostic accuracy of machine learning algorithm in diagnosis of diabetic retinopathy in the Brazilian population.
Dos Reis MA, Künas CA, da Silva Araújo T, Schneiders J, de Azevedo PB, Nakayama LF, Rados DRV, Umpierre RN, Berwanger O, Lavinsky D, Malerbi FK, Navaux POA, Schaan BD. Dos Reis MA, et al. Among authors: malerbi fk. Diabetol Metab Syndr. 2024 Aug 29;16(1):209. doi: 10.1186/s13098-024-01447-0. Diabetol Metab Syndr. 2024. PMID: 39210394 Free PMC article.
Comparison between binocular indirect ophthalmoscopy and digital retinography for diabetic retinopathy screening: the multicenter Brazilian Type 1 Diabetes Study.
Malerbi FK, Morales PH, Farah ME, Drummond KR, Mattos TC, Pinheiro AA, Mallmann F, Perez RV, Leal FS, Gomes MB, Dib SA; Brazilian Type 1 Diabetes Study Group. Malerbi FK, et al. Diabetol Metab Syndr. 2015 Dec 21;7:116. doi: 10.1186/s13098-015-0110-8. eCollection 2015. Diabetol Metab Syndr. 2015. PMID: 26697120 Free PMC article.
Regional differences in the prevalence of diabetic retinopathy: a multi center study in Brazil.
Drummond KRG, Malerbi FK, Morales PH, Mattos TCL, Pinheiro AA, Mallmann F, Perez RV, Leal FSL, de Melo LGN, Gomes MB; Brazilian Type 1 Diabetes Study Group. Drummond KRG, et al. Among authors: malerbi fk. Diabetol Metab Syndr. 2018 Mar 14;10:17. doi: 10.1186/s13098-018-0319-4. eCollection 2018. Diabetol Metab Syndr. 2018. PMID: 29599823 Free PMC article.
The Challenge of Diabetic Retinopathy Standardization in an Ophthalmological Dataset.
Nakayama LF, Gonçalves MB, Ferraz DA, Santos HNV, Malerbi FK, Morales PH, Maia M, Regatier CVS, Belfort R Jr. Nakayama LF, et al. Among authors: malerbi fk. J Diabetes Sci Technol. 2021 Nov;15(6):1410-1411. doi: 10.1177/19322968211029943. Epub 2021 Jul 14. J Diabetes Sci Technol. 2021. PMID: 34259085 Free PMC article. No abstract available.
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.
Santos DC, Porto LC, Pizarro MH, de Melo LGN, Silva DA, Oliveira RV, Villela AP, Muniz LH, Soares C, Tannus LRM, Drummond KRG, Pinheiro AA, Mallmann F, Leal FSL, Malerbi FK, Morales PH, Gomes MB. Santos DC, et al. Among authors: malerbi fk. Diabetol Metab Syndr. 2021 Aug 6;13(1):83. doi: 10.1186/s13098-021-00702-y. Diabetol Metab Syndr. 2021. PMID: 34362434 Free PMC article.
Diabetic retinopathy classification for supervised machine learning algorithms.
Nakayama LF, Ribeiro LZ, Gonçalves MB, Ferraz DA, Dos Santos HNV, Malerbi FK, Morales PH, Maia M, Regatieri CVS, Mattos RB Jr. Nakayama LF, et al. Among authors: malerbi fk. Int J Retina Vitreous. 2022 Jan 3;8(1):1. doi: 10.1186/s40942-021-00352-2. Int J Retina Vitreous. 2022. PMID: 34980281 Free PMC article.
Global disparity bias in ophthalmology artificial intelligence applications.
Nakayama LF, Kras A, Ribeiro LZ, Malerbi FK, Mendonça LS, Celi LA, Regatieri CVS, Waheed NK. Nakayama LF, et al. Among authors: malerbi fk. BMJ Health Care Inform. 2022 Apr;29(1):e100470. doi: 10.1136/bmjhci-2021-100470. BMJ Health Care Inform. 2022. PMID: 35396248 Free PMC article. No abstract available.
61 results