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; Giovanni Lucca França da Silva; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva (Comput. Methods Programs Biomed., 2019)

Optimizing CNN's using Cumulative Learning with Auxiliary Networks for Traffic Light Recognition. - Joaquim Martins Scavone; Jonnison Lima Ferreira; Emerson Rogério Alves Barea; Geraldo Braz Júnior; Areolino de Almeida Neto (IWSSIP, 2020)

Kidney segmentation from computed tomography images using deep neural network. - Luana Batista da Cruz; José Denes Lima Araújo; Jonnison Lima Ferreira; João Otávio Bandeira Diniz; Aristófanes Corrêa Silva; João Dallyson Sousa de Almeida; Anselmo Cardoso de Paiva; Marcelo Gattass (Comput. Biol. Medicine, 2020)

Esophagus segmentation from planning CT images using an atlas-based deep learning approach. - João Otávio Bandeira Diniz; Jonnison Lima Ferreira; Pedro Henrique Bandeira Diniz; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva (Comput. Methods Programs Biomed., 2020)

Superpixel-based deep convolutional neural networks and active contour model for automatic prostate segmentation on 3D MRI scans. - Giovanni L. F. da Silva; Petterson Sousa Diniz; Jonnison Lima Ferreira; João Vitor Ferreira França; Aristófanes C. Silva; Anselmo Cardoso de Paiva; Elton Anderson Araújo de Cavalcanti (Medical Biol. Eng. Comput., 2020)

An automatic method for segmentation of liver lesions in computed tomography images using deep neural networks. - José Denes Lima Araújo; Luana Batista da Cruz; Jonnison Lima Ferreira; Otilio Paulo da Silva Neto; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (Expert Syst. Appl., 2021)

Segmentation and quantification of COVID-19 infections in CT using pulmonary vessels extraction and deep learning. - João Otávio Bandeira Diniz; Darlan Bruno Pontes Quintanilha; Antonino C. dos Santos Neto; Giovanni L. F. da Silva; Jonnison Lima Ferreira; Stelmo Magalhães Barros Netto; José Denes Lima Araújo; Luana Batista da Cruz; Thamila Fontenele; Caio M. da S. Martins; Marcos Melo Ferreira; Venicius Garcia; et al. (Multim. Tools Appl., 2021)

A deep learning method with residual blocks for automatic spinal cord segmentation in planning CT. - João Otávio Bandeira Diniz; Jonnison Lima Ferreira; Pedro Henrique Bandeira Diniz; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva (Biomed. Signal Process. Control., 2022)

Liver segmentation from computed tomography images using cascade deep learning. - José Denes Lima Araújo; Luana Batista da Cruz; João Otávio Bandeira Diniz; Jonnison Lima Ferreira; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (Comput. Biol. Medicine, 2022)

An automatic approach for heart segmentation in CT scans through image processing techniques and Concat-U-Net. - João Otávio Bandeira Diniz; Jonnison Lima Ferreira; Omar Andrés Carmona Cortes; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva (Expert Syst. Appl., 2022)

Heart segmentation in planning CT using 2.5D U-Net++ with attention gate. - João Otávio Bandeira Diniz; Domingos Alves Dias Júnior; Luana Batista da Cruz; Giovanni L. F. da Silva; Jonnison Lima Ferreira; Darlan Bruno Pontes Quintanilha; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)