Johnatan Carvalho Souza

Publication Activity (10 Years)

Years Active: 2018-2020
Publications (10 Years): 8

Top Topics

Image Classification

Multiclass Learning

Texture Analysis

Top Venues

Multim. Tools Appl.

Comput. Methods Programs Biomed.

IEEE J. Biomed. Health Informatics

Publications

Luana Batista da Cruz, Johnatan Carvalho Souza, Jefferson Alves de Sousa, Alex Martins Santos, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida, Aristófanes Corrêa Silva, Geraldo Braz Junior, Marcelo Gattass
Interferometer eye image classification for dry eye categorization using phylogenetic diversity indexes for texture analysis. Comput. Methods Programs Biomed. 188 (2020)
Pedro T. Cutrim dos Santos, Fernando Henríquez, Venicius Garcia, Victor Rogério Sousa Ferreira, Antonino C. dos Santos Neto, Johnatan Carvalho Souza, Caio Manfredini, João Vitor Ferreira França, José M. C. Boaro, Geraldo Braz Junior, Aristófanes C. Silva, Anselmo Cardoso de Paiva, Milton S. L. de Oliveira, Erika W. B. A. L. Alves, Renato U. Moreira e Moraes, José S. Sobral Neto
Multiclass Legal Judgment Outcome Prediction for Consumer Lawsuits using XGBoost and TPE. SMC (2020)
Luana Batista da Cruz, Johnatan Carvalho Souza, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida, Geraldo Braz Junior, Kelson Rômulo Teixeira Aires, Aristófanes Corrêa Silva, Marcelo Gattass
Tear Film Classification in Interferometry Eye Images Using Phylogenetic Diversity Indexes and Ripley's K Function. IEEE J. Biomed. Health Informatics 24 (12) (2020)
Caio Eduardo Falcão Matos, Johnatan Carvalho Souza, João Otávio Bandeira Diniz, Geraldo Braz Junior, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida, Simara Vieira da Rocha, Aristófanes Corrêa Silva
Diagnosis of breast tissue in mammography images based local feature descriptors. Multim. Tools Appl. 78 (10) (2019)
Johnatan Carvalho Souza, João Otávio Bandeira Diniz, Jonnison Lima Ferreira, Giovanni Lucca França da Silva, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva
An automatic method for lung segmentation and reconstruction in chest X-ray using deep neural networks. Comput. Methods Programs Biomed. 177 (2019)
Thayane de Oliveira Simoes, Johnatan Carvalho Souza, João Dallyson Sousa de Almeida, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva
Automatic Ocular Alignment Evaluation for Strabismus Detection Using U-NET and ResNet Networks. BRACIS (2019)
José Denes Lima Araújo, Johnatan Carvalho Souza, Otilio Paulo Silva Neto, Jefferson Alves de Sousa, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva, Geraldo Braz Junior, Marcelo Gattass
Glaucoma diagnosis in fundus eye images using diversity indexes. Multim. Tools Appl. 78 (10) (2019)
Luana Batista da Cruz, José Denes Lima Araújo, Johnatan Carvalho Souza, Jefferson Alves de Sousa, João Dallyson Sousa de Almeida, Geraldo Braz Junior, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva
Tear Film Classification Using Phylogenetic Diversity Indexes as Texture Descriptor. ISCC (2018)