Antônio Oseas de Carvalho Filho

Automatic detection of solitary lung nodules using quality threshold clustering, genetic algorithm and diversity index

Antônio Oseas de Carvalho Filho, Wener Borges de Sampaio, Aristófanes Corrêa Silva et al. · Artificial Intelligence in Medicine · 2013 · 113 citations

Medicine, Pathology, Radiology +17

Automatic detection of small lung nodules in 3D CT data using Gaussian mixture models, Tsallis entropy and SVM

Alex Martins Santos, Antônio Oseas de Carvalho Filho, Aristófanes Corrêa Silva et al. · Engineering Applications of Artificial Intelligence · 2014 · 91 citations

Medicine, Biomedical Engineering, Radiology +13

Classification of breast regions as mass and non-mass based on digital mammograms using taxonomic indexes and SVM

Fernando Soares Sérvulo de Oliveira, Antônio Oseas de Carvalho Filho, Aristófanes Corrêa Silva et al. · Computers in Biology and Medicine · 2014 · 84 citations

Medicine, Oncology, Cancer Screening +16

Convolutional neural network and texture descriptor-based automatic detection and diagnosis of glaucoma

Marcos Vinícius dos Santos Ferreira, Antônio Oseas de Carvalho Filho, Alcilene Dalília de Sousa et al. · Expert Systems with Applications · 2018 · 77 citations

Computing, Computer Science, Ophthalmology +14

Classification of patterns of benignity and malignancy based on CT using topology-based phylogenetic diversity index and convolutional neural network

Antônio Oseas de Carvalho Filho, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva et al. · Pattern Recognition · 2018 · 72 citations

Medicine, Oncology, Radiology +14