Automatic segmentation of retinal layers in OCT images with intermediate age-related macular degeneration using U-Net and DexiNed

por Sousa, Jefferson Alves, Paiva, Anselmo, Silva, Aristófanes, Almeida, João Dallyson, Braz Junior, Geraldo, Diniz, João Otávio, Figueredo, Weslley Kelson, Gattass, Marcelo
Publicado 2021

Semivariogram and Semimadogram functions as descriptors for AMD diagnosis on SD-OCT topographic maps using Support Vector Machine

por Santos, Alex M., Paiva, Anselmo C., Santos, Adriana P. M., Mpinda, Steve A. T., Gomes, Daniel L., Silva, Aristófanes C., Braz, Geraldo, de Almeida, João Dallyson S., Gattass, Marelo
Publicado 2018

Correction to: Semivariogram and Semimadogram functions as descriptors for AMD diagnosis on SD-OCT topographic maps using Support Vector Machine

por Santos, Alex M., Paiva, Anselmo C., Santos, Adriana P. M., Mpinda, Steve A. T., Gomes, Daniel L., Silva, Aristófanes C., Braz, Geraldo, de Almeida, João Dallyson S., Gattas, Marcelo
Publicado 2018

Automatic method for classifying COVID-19 patients based on chest X-ray images, using deep features and PSO-optimized XGBoost

por Dias Júnior, Domingos Alves, da Cruz, Luana Batista, Bandeira Diniz, João Otávio, França da Silva, Giovanni Lucca, Junior, Geraldo Braz, Silva, Aristófanes Corrêa, de Paiva, Anselmo Cardoso, Nunes, Rodolfo Acatauassú, Gattass, Marcelo
Publicado 2021

Segmentation and quantification of COVID-19 infections in CT using pulmonary vessels extraction and deep learning

por Diniz, João O. B., Quintanilha, Darlan B. P., Santos Neto, Antonino C., da Silva, Giovanni L. F., Ferreira, Jonnison L., Netto, Stelmo M. B., Araújo, José D. L., Da Cruz, Luana B., Silva, Thamila F. B., da S. Martins, Caio M., Ferreira, Marcos M., Rego, Venicius G., Boaro, José M. C., Cipriano, Carolina L. S., Silva, Aristófanes C., de Paiva, Anselmo C., Junior, Geraldo Braz, de Almeida, João D. S., Nunes, Rodolfo A., Mogami, Roberto, Gattass, M.
Publicado 2021