Lung Nodules Classification in CT Images Using Simpson's Index, Geometrical Measures and One-Class SVM. - Cleriston Araujo da Silva; Aristófanes Corrêa Silva; Stelmo Magalhães Barros Netto; Anselmo Cardoso de Paiva; Geraldo Braz Júnior; Rodolfo Acatauassu Nunes (MLDM, 2009)

Automatic segmentation of lung nodules with growing neural gas and support vector machine. - Stelmo Magalhães Barros Netto; Aristófanes Corrêa Silva; Rodolfo Acatauassu Nunes; Marcelo Gattass (Comput. Biol. Medicine, 2012)

Analysis of directional patterns of lung nodules in computerized tomography using Getis statistics and their accumulated forms as malignancy and benignity indicators. - Stelmo Magalhães Barros Netto; Aristófanes Corrêa Silva; Rodolfo Acatauassu Nunes; Marcelo Gattass (Pattern Recognit. Lett., 2012)

Statistical tools for the temporal analysis and classification of lung lesions. - Stelmo Magalhães Barros Netto; Aristófanes Corrêa Silva; Hélio Lopes 001; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes; Marcelo Gattass (Comput. Methods Programs Biomed., 2017)

Voxel-based comparative analysis of lung lesions in CT for therapeutic purposes. - Stelmo Magalhães Barros Netto; Aristófanes Corrêa Silva; Rodolfo Acatauassu Nunes; Marcelo Gattass (Medical Biol. Eng. Comput., 2017)

Unsupervised detection of density changes through principal component analysis for lung lesion classification. - Stelmo Magalhães Barros Netto; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes; Marcelo Gattass (Multim. Tools Appl., 2017)

Modified Quality Threshold Clustering for Temporal Analysis and Classification of Lung Lesions. - Stelmo Magalhães Barros Netto; João Otávio Bandeira Diniz; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes; Marcelo Gattass (IEEE Trans. Image Process., 2019)

Forecasting of individual electricity consumption using Optimized Gradient Boosting Regression with Modified Particle Swarm Optimization. - Luis Fernando Marin Sepulveda; Petterson Sousa Diniz; João Otávio Bandeira Diniz; Stelmo Magalhães Barros Netto; Carolina L. S. Cipriano; Alexandre Cristian Araújo; Victor H. B. Lemos; Alexandre C. P. Pessoa; Darlan Bruno Pontes Quintanilha; João Dallyson Sousa de Almeida; Aristófanes C. Silva; Anselmo Cardoso de Paiva; et al. (Eng. Appl. Artif. Intell., 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)