Tear Film Classification in Interferometry Eye Images Using Phylogenetic Diversity Indexes and Ripley's K Function

Autor: Jao Dallyson Sousa de Almeida, Aristófanes Corrêa Silva, Marcelo Gattass, Kelson Rômulo Teixeira Aires, Johnatan Carvalho Souza, Geraldo Braz Junior, Luana Batista da Cruz, Anselmo Cardoso de Paiva

Publikováno v: IEEE Journal of Biomedical and Health Informatics. 24:3491-3498

Dry eye syndrome is one of the most frequently reported eye diseases in ophthalmological practice. The diagnosis of this disease is a challenging task due to its multifactorial etiology. One of the most applied tests is the manual classification of t

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e3f65da7de85a7f6d0aff26cc48b9999
https://doi.org/10.1109/jbhi.2020.3026940

Uma Pesquisa Exploratória Sobre a Utilização de Soluções Apoiadas em Inteligência Artificial e Tecnologias Móveis com Portadores de Transtorno do Espectro Autista

Autor: Kelson Rômulo Teixeira Aires, José Nazareno Alves Rodrigues

Publikováno v: Anais do XXI Simpósio Brasileiro de Computação Aplicada à Saúde (SBCAS 2021).

Este trabalho apresenta o resultado de uma pesquisa exploratória. O principal objetivo é investigar a utilização de soluções baseadas em inteligência artificial (IA) e tecnologias móveis em trabalhos que possuem como público alvo indivíduos

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::8d0d5dd396a0f565835a1e6c238afc74
https://doi.org/10.5753/sbcas.2021.16084

Diagnosis of Leukaemia in Blood Slides Based on a Fine-Tuned and Highly Generalisable Deep Learning Model

Autor: Flávio H. D. Araújo, Romuere R. V. Silva, João Manuel R. S. Tavares, Luis H. S. Vogado, Rodrigo Veras, Kelson Rômulo Teixeira Aires, Moacir P. Ponti

Publikováno v: Sensors (Basel, Switzerland)
Repositório Científico de Acesso Aberto de Portugal
Repositório Científico de Acesso Aberto de Portugal (RCAAP)
instacron:RCAAP
Sensors, Vol 21, Iss 2989, p 2989 (2021)
Sensors
Volume 21
Issue 9
Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual)
Universidade de São Paulo (USP)
instacron:USP

Leukaemia is a dysfunction that affects the production of white blood cells in the bone marrow. Young cells are abnormally produced, replacing normal blood cells. Consequently, the person suffers problems in transporting oxygen and in fighting infect

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bbe60a2ae2ba6c1bb6ff3ece1d681695
https://pubmed.ncbi.nlm.nih.gov/33923209

Data Augmentation for Face Recognition with CNN Transfer Learning

Autor: Valeska Uchôa, Kelson Rômulo Teixeira Aires, Anselmo Cardoso de Paiva, Rodrigo Veras, Laurindo Britto

Publikováno v: IWSSIP

Face recognition is a challenging Computer Vision task. In this paper, we propose a method for face recognition by applying data augmentation and transfer learning in pre-trained Convolutional Neural Networks (CNNs). Our main focus is to analyze the

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::cc1a619a030d8b9563df20b34a5c5ab6
https://doi.org/10.1109/iwssip48289.2020.9145453

Group Labeling Methodology Using Distance-based Data Grouping Algorithms

Autor: Aline Montenegro Leal Silva, Francisco Das Chagas Imperes Filho, Rodrigo Veras, Vinicius Ponte Machado, Kelson Rômulo Teixeira Aires

Publikováno v: Revista de Informática Teórica e Aplicada; v. 27, n. 1 (2020); 48-61

Clustering algorithms are often used to form groups based on the similarity of their members. In this context, understanding a group is just as important as its composition. Identifying, or labeling groups can assist with their interpretation and, co

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5b22fbda1b7d98db375599b8b7e9d9a2
https://seer.ufrgs.br/rita/article/view/RITA_27_V1_48