Jonnison Lima Ferreira

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Computed Tomography Images

Prostate Segmentation

Ground Glass Opacity

Top Venues

Comput. Biol. Medicine

Comput. Methods Programs Biomed.

Expert Syst. Appl.

Biomed. Signal Process. Control.

Publications

João Otávio Bandeira Diniz, Domingos Alves Dias Júnior, Luana Batista da Cruz, Giovanni Lucca França da Silva, Jonnison Lima Ferreira, Darlan Bruno Pontes Quintanilha, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, M. Gattas
Heart segmentation in planning CT using 2.5D U-Net++ with attention gate. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (3) (2023)
José Denes Lima Araújo, Luana Batista da Cruz, João Otávio Bandeira Diniz, Jonnison Lima Ferreira, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Marcelo Gattass
Liver segmentation from computed tomography images using cascade deep learning. Comput. Biol. Medicine 140 (2022)
João Otávio Bandeira Diniz, Jonnison Lima Ferreira, Omar Andrés Carmona Cortes, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva
An automatic approach for heart segmentation in CT scans through image processing techniques and Concat-U-Net. Expert Syst. Appl. 196 (2022)
João Otávio Bandeira Diniz, Jonnison Lima Ferreira, Pedro Henrique Bandeira Diniz, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva
A deep learning method with residual blocks for automatic spinal cord segmentation in planning CT. Biomed. Signal Process. Control. 71 (Part) (2022)
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
An automatic method for segmentation of liver lesions in computed tomography images using deep neural networks. Expert Syst. Appl. 180 (2021)
João Otávio Bandeira Diniz, Darlan Bruno Pontes Quintanilha, Antonino C. dos Santos Neto, Giovanni Lucca França 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, José M. C. Boaro, Carolina L. S. Cipriano, Aristófanes C. Silva, Anselmo Cardoso de Paiva, Geraldo Braz Junior, João Dallyson Sousa de Almeida, Rodolfo Acatauassu Nunes, Roberto Mogami, Marcelo Gattass
Segmentation and quantification of COVID-19 infections in CT using pulmonary vessels extraction and deep learning. Multim. Tools Appl. 80 (19) (2021)
Giovanni Lucca França da Silva, Petterson Sousa Diniz, Jonnison Lima Ferreira, João Vitor Ferreira França, Aristófanes C. Silva, Anselmo Cardoso de Paiva, Elton Anderson Araújo de Cavalcanti
Superpixel-based deep convolutional neural networks and active contour model for automatic prostate segmentation on 3D MRI scans. Medical Biol. Eng. Comput. 58 (9) (2020)
Joaquim Martins Scavone, Jonnison Lima Ferreira, Emerson Rogério Alves Barea, Geraldo Braz Junior, Areolino de Almeida Neto
Optimizing CNN's using Cumulative Learning with Auxiliary Networks for Traffic Light Recognition. IWSSIP (2020)
João Otávio Bandeira Diniz, Jonnison Lima Ferreira, Pedro Henrique Bandeira Diniz, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva
Esophagus segmentation from planning CT images using an atlas-based deep learning approach. Comput. Methods Programs Biomed. 197 (2020)
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
Kidney segmentation from computed tomography images using deep neural network. Comput. Biol. Medicine 123 (2020)
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)