Giovanni Lucca França da Silva

According to our database, Giovanni Lucca França da Silva authored at least 13 papers between 2017 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

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

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

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

Deployment of a Machine Learning System for Predicting Lawsuits Against Power Companies: Lessons Learned from an Agile Testing Experience for Improving Software Quality.

Luis Rivero, João Otávio Bandeira Diniz, Giovanni Lucca França da Silva, Gabriel Borralho, Geraldo Braz Junior, Anselmo Cardoso de Paiva, Erika W. B. A. L. Alves, Milton S. L. de Oliveira

Proceedings of the 19th Brazilian Symposium on Software Quality, 2020

Automatic Prostate Segmentation on 3D MRI Scans Using Convolutional Neural Networks with Residual Connections and Superpixels.

Giovanni Lucca França da Silva, João Vitor Ferreira França, Petterson Sousa Diniz, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Elton Anderson Araújo de Cavalcanti

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

Taxonomic Indexes for Automatic Prostate Segmentation on 3D MRI Scans Using Superpixels and Probabilistic Atlas.

João Vitor Ferreira França, Giovanni Lucca França da Silva, Pedro Thiago Cutrim dos Santos, Geraldo Braz Junior, Aristófanes Corrêa Silva, Elton Anderson Araújo de Cavalcanti

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

An ergonomic evaluation method using a mobile depth sensor and pose estimation.

Pedro Vinicius A. de Freitas, Paulo Renato C. Mendes, Antonio José G. Busson, Álan Lívio Vasconcelos Guedes, Giovanni Lucca França da Silva, Anselmo Cardoso de Paiva, Sérgio Colcher

Proceedings of the 25th Brazillian Symposium on Multimedia and the Web, 2019

Prediction of unregistered power consumption lawsuits and its correlated factors based on customer data using extreme gradient boosting model.

Francisco Y. C. de Oliveira, Aristófanes C. Silva, Erika W. B. A. L. Alves, Milton S. L. de Oliveira, Lucas P. A. Pinheiro, Pedro T. Cutrim, João Otávio Bandeira Diniz, Giovanni Lucca França da Silva, Darlan Bruno Pontes Quintanilha, Otilio Paulo da Silva Neto, Vandecia R. M. Fernandes, Geraldo Braz Junior, André B. Cavalcante

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

2018

Classification of malignant and benign lung nodules using taxonomic diversity index and phylogenetic distance.

Robherson Wector de Sousa Costa, Giovanni Lucca França da Silva, Antonio Oseas de Carvalho Filho, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Marcelo Gattass

Medical Biol. Eng. Comput., 2018

Convolutional neural network-based PSO for lung nodule false positive reduction on CT images.

Giovanni Lucca França da Silva, Thales Levi Azevedo Valente, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Marcelo Gattass

Comput. Methods Programs Biomed., 2018

2017

Lung nodules diagnosis based on evolutionary convolutional neural network.

Giovanni Lucca França da Silva, Otilio Paulo da Silva Neto, Aristófanes C. Silva, Anselmo Cardoso de Paiva, Marcelo Gattass

Multim. Tools Appl., 2017