Jonnison Lima Ferreira

According to our database, Jonnison Lima Ferreira authored at least 11 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

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 Lucca França 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., May, 2023

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

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

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

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 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

Multim. Tools Appl., 2021

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

2020

Superpixel-based deep convolutional neural networks and active contour model for automatic prostate segmentation on 3D MRI scans.

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

Medical Biol. Eng. Comput., 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

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

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 Junior, Areolino de Almeida Neto

Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

2019

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