Giovanni Lucca França da Silva

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 13

Top Topics

Convolutional Neural Network

Prostate Segmentation

Top Venues

Multim. Tools Appl.

Medical Biol. Eng. Comput.

Comput. Methods Programs Biomed.

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)
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
Automatic method for classifying COVID-19 patients based on chest X-ray images, using deep features and PSO-optimized XGBoost. Expert Syst. Appl. 183 (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)
Giovanni Lucca França da Silva, João Vitor Ferreira França, Petterson Sousa Diniz, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Elton Anderson Araújo de Cavalcanti
Automatic Prostate Segmentation on 3D MRI Scans Using Convolutional Neural Networks with Residual Connections and Superpixels. IWSSIP (2020)
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
Taxonomic Indexes for Automatic Prostate Segmentation on 3D MRI Scans Using Superpixels and Probabilistic Atlas. IWSSIP (2020)
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
Deployment of a Machine Learning System for Predicting Lawsuits Against Power Companies: Lessons Learned from an Agile Testing Experience for Improving Software Quality. SBQS (2020)
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
An ergonomic evaluation method using a mobile depth sensor and pose estimation. WebMedia (2019)
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
Prediction of unregistered power consumption lawsuits and its correlated factors based on customer data using extreme gradient boosting model. SMC (2019)
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)
Giovanni Lucca França da Silva, Thales Levi Azevedo Valente, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Marcelo Gattass
Convolutional neural network-based PSO for lung nodule false positive reduction on CT images. Comput. Methods Programs Biomed. 162 (2018)
Robherson Wector de Sousa Costa, Giovanni Lucca França da Silva, Antonio Oseas de Carvalho Filho, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Marcelo Gattass
Classification of malignant and benign lung nodules using taxonomic diversity index and phylogenetic distance. Medical Biol. Eng. Comput. 56 (11) (2018)
Giovanni Lucca França da Silva, Otilio Paulo da Silva Neto, Aristófanes C. Silva, Anselmo Cardoso de Paiva, Marcelo Gattass
Lung nodules diagnosis based on evolutionary convolutional neural network. Multim. Tools Appl. 76 (18) (2017)