Lung nodules diagnosis based on evolutionary convolutional neural network. - Giovanni L. F. da Silva; Otilio Paulo da Silva Neto; Aristófanes C. Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (Multim. Tools Appl., 2017)

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)

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)

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 L. F. da Silva; Darlan Bruno Pontes Quintanilha; Otilio Paulo da Silva Neto; Vandecia R. M. Fernandes; Geraldo Braz Júnior; et al. (SMC, 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 (WebMedia, 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)

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 Júnior; Aristófanes Corrêa Silva; Elton Anderson Araújo de Cavalcanti (IWSSIP, 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 (IWSSIP, 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 001; João Otávio Bandeira Diniz; Giovanni L. F. da Silva; Gabriel Borralho; Geraldo Braz Júnior; Anselmo Cardoso de Paiva; Erika W. B. A. L. Alves; Milton S. L. de Oliveira (SBQS, 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)

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 Júnior; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes; 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)

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)

AnisotropicBreast-ViT: Breast Cancer Classification in Ultrasound Images Using Anisotropic Filtering and Vision Transformer. - João Otávio Bandeira Diniz; Neilson P. Ribeiro; Domingos Alves Dias Júnior; Luana Batista da Cruz; Giovanni L. F. da Silva; Daniel L. Gomes Jr.; Anselmo Cardoso de Paiva; Aristófanes C. Silva (BRACIS (3), 2024)