Johnatan Carvalho Souza

An automatic method for lung segmentation and reconstruction in chest X-ray using deep neural networks

Johnatan Carvalho Souza, João Otávio Bandeira Diniz, Jonnison Lima Ferreira et al. · Computer Methods and Programs in Biomedicine · 2019 · 256 citations

Computed Tomography, Deep Neural Networks, Image Analysis +14

Glaucoma diagnosis in fundus eye images using diversity indexes

José Denes Lima Araújo, Johnatan Carvalho Souza, Otilio Paulo S. Neto et al. · Multimedia Tools and Applications · 2018 · 27 citations

Ocular Disease, Engineering, Ophthalmology +7

Interferometer eye image classification for dry eye categorization using phylogenetic diversity indexes for texture analysis

Luana Batista da Cruz, Johnatan Carvalho Souza, Jefferson Alves de Sousa et al. · Computer Methods and Programs in Biomedicine · 2019 · 26 citations

Diagnosis of breast tissue in mammography images based local feature descriptors

Caio Eduardo Falcão Matos, Johnatan Carvalho Souza, João Otávio Bandeira Diniz et al. · Multimedia Tools and Applications · 2018 · 17 citations

Engineering, Feature Detection, Biometrics +17

Automatic Ocular Alignment Evaluation for Strabismus Detection Using U-NET and ResNet Networks

Thayane de Oliveira Simões, Johnatan Carvalho Souza, João Dallyson Sousa de Almeida et al. · 2019 · 13 citations