User profiles for "author:Luis Filipe Nakayama"
Luis Filipe NakayamaVisiting 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
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 …
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 …
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 …
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 …
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 …
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 …
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 …
healthcare as already demonstrated in various medical specialties. This scoping review …
Obstructive sleep apnea and the retina: a review
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 …
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 …
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 …
care, especially for patients in remote areas and those requiring regular medical care …