Diagnosis of solitary lung nodules using the local form of Ripley's K function applied to three-dimensional CT data. - Erick Corrêa da Silva; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes; Marcelo Gattass (Comput. Methods Programs Biomed., 2008)

Diagnosis of lung nodule using Moran's index and Geary's coefficient in computerized tomography images. - Erick Corrêa da Silva; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes (Pattern Anal. Appl., 2008)

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)

Methodology for automatic detection of lung nodules in computerized tomography images. - João Rodrigo Ferreira da Silva Sousa; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes (Comput. Methods Programs Biomed., 2010)

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)

Automatic detection of solitary lung nodules using quality threshold clustering, genetic algorithm and diversity index. - Antonio Oseas de Carvalho Filho; Wener Borges de Sampaio; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes; Marcelo Gattass (Artif. Intell. Medicine, 2014)

Automatic detection of small lung nodules in 3D CT data using Gaussian mixture models, Tsallis entropy and SVM. - Alex Martins Santos; Antonio Oseas de Carvalho Filho; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes; Marcelo Gattass (Eng. Appl. Artif. Intell., 2014)

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)

Lung nodule classification using artificial crawlers, directional texture and support vector machine. - Bruno Rodrigues Froz; Antonio Oseas de Carvalho Filho; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes; Marcelo Gattass (Expert Syst. Appl., 2017)

Computer-Aided Diagnosis of Lung Nodules in Computed Tomography by Using Phylogenetic Diversity, Genetic Algorithm, and SVM. - Antonio Oseas de Carvalho Filho; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes; Marcelo Gattass (J. Digit. Imaging, 2017)

Computer-aided diagnosis system for lung nodules based on computed tomography using shape analysis, a genetic algorithm, and SVM. - Antonio Oseas de Carvalho Filho; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes; Marcelo Gattass (Medical Biol. Eng. Comput., 2017)

3D shape analysis to reduce false positives for lung nodule detection systems. - Antonio Oseas de Carvalho Filho; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes; Marcelo Gattass (Medical Biol. Eng. Comput., 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)

Lung-Nodule Classification Based on Computed Tomography Using Taxonomic Diversity Indexes and an SVM. - Antonio Oseas de Carvalho Filho; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes; Marcelo Gattass (J. Signal Process. Syst., 2017)

Classification of patterns of benignity and malignancy based on CT using topology-based phylogenetic diversity index and convolutional neural network. - Antonio Oseas de Carvalho Filho; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes; Marcelo Gattass (Pattern Recognit., 2018)

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)

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)