User profiles for "author:Luis Filipe Nakayama"

Luis Filipe Nakayama

Visiting Student, Massachusetts Institute of Technology
Verified email at mit.edu
Cited by 196

[HTML][HTML] Disparity dashboards: an evaluation of the literature and framework for health equity improvement

J Gallifant, EA Kistler, LF Nakayama, C Zera… - The Lancet Digital …, 2023 - thelancet.com
The growing recognition of differences in health outcomes across populations has led to a
slow but increasing shift towards transparent reporting of patient outcomes. In addition, pay …

Artificial intelligence for telemedicine diabetic retinopathy screening: a review

LF Nakayama, L Zago Ribeiro, F Novaes… - Annals of …, 2023 - Taylor & Francis
Purpose This study aims to compare artificial intelligence (AI) systems applied in diabetic
retinopathy (DR) teleophthalmology screening, currently deployed systems, fairness …

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

MB Gonçalves, LF Nakayama, D Ferraz, H Faber… - Eye, 2024 - nature.com
This study aimed to evaluate the image quality assessment (IQA) and quality criteria
employed in publicly available datasets for diabetic retinopathy (DR). A literature search …

[HTML][HTML] Clinical validation of a smartphone-based retinal camera for diabetic retinopathy screening

JAE de Oliveira, LF Nakayama, L Zago Ribeiro… - Acta Diabetologica, 2023 - Springer
Aims This study aims to compare the performance of a handheld fundus camera (Eyer) and
standard tabletop fundus cameras (Visucam 500, Visucam 540, and Canon CR-2) for …

[HTML][HTML] Performance of ChatGPT-4 in answering questions from the Brazilian national examination for medical degree revalidation

M Gobira, LF Nakayama, R Moreira… - Revista da Associação …, 2023 - SciELO Brasil
SUMMARY OBJECTIVE: The aim of this study was to evaluate the performance of ChatGPT-
4.0 in answering the 2022 Brazilian National Examination for Medical Degree Revalidation …

[HTML][HTML] Digital education for the deployment of artificial intelligence in health care

FK Malerbi, LF Nakayama, R Gayle Dychiao… - Journal of medical …, 2023 - jmir.org
Artificial Intelligence (AI) represents a significant milestone in health care's digital
transformation. However, traditional health care education and training often lack digital …

[HTML][HTML] Digital Determinants of Health: Health data poverty amplifies existing health disparities—A scoping review

KE Paik, R Hicklen, F Kaggwa, CV Puyat… - PLOS Digital …, 2023 - journals.plos.org
Artificial intelligence (AI) and machine learning (ML) have an immense potential to transform
healthcare as already demonstrated in various medical specialties. This scoping review …

Obstructive sleep apnea and the retina: a review

LF Nakayama, PF Tempaku, VC Bergamo… - Journal of Clinical …, 2021 - jcsm.aasm.org
This review's objective was to synthesize the literature on the repercussions of obstructive
sleep apnea (OSA) in the retinal vascular system. Two independent investigators conducted …

[HTML][HTML] A scoping review of the landscape of health-related open datasets in Latin America

D Restrepo, J Quion, C Vásquez-Venegas… - PLOS Digital …, 2023 - journals.plos.org
Artificial intelligence (AI) algorithms have the potential to revolutionize healthcare, but their
successful translation into clinical practice has been limited. One crucial factor is the data …

[HTML][HTML] The Digital Divide in Brazil and Barriers to Telehealth and Equal Digital Health Care: Analysis of Internet Access Using Publicly Available Data

LF Nakayama, WW Binotti, N Link Woite… - Journal of Medical …, 2023 - jmir.org
Background The COVID-19 pandemic has increased the use of digital solutions in medical
care, especially for patients in remote areas and those requiring regular medical care …