Diagnosis of lung nodule using Gini coefficient and skeletonization in computerized tomography images. - Aristófanes C. Silva; Paulo Cezar Pinto Carvalho; Marcelo Gattass (SAC, 2004)

Diagnosis of Lung Nodule Using the Semivariogram Function. - Aristófanes C. Silva; Perfilino Eugênio Ferreira Jr.; Paulo Cezar Pinto Carvalho; Marcelo Gattass (SSPR/SPR, 2004)

Analysis of spatial variability using geostatistical functions for diagnosis of lung nodule in computerized tomography images. - Aristófanes C. Silva; Paulo Cezar Pinto Carvalho; Marcelo Gattass (Pattern Anal. Appl., 2004)

Algoritmos para DiagnóStico Assistido de nóDulos Pulmonares SolitáRIOS EM Imagens de Tomografia Computadorizada. - Aristófanes Corrêa Silva (2004)

Diagnosis of Breast Cancer in Digital Mammograms Using Independent Component Analysis and Neural Networks. - Lúcio Campos; Aristófanes C. Silva; Allan Kardec Barros (CIARP, 2005)

Semivariogram and SGLDM Methods Comparison for the Diagnosis of Solitary Lung Nodule. - Aristófanes C. Silva; Anselmo Cardoso de Paiva; Paulo Cezar Pinto Carvalho; Marcelo Gattass (IbPRIA (2), 2005)

Diagnosis of Lung Nodule Using Reinforcement Learning and Geometric Measures. - Aristófanes Corrêa Silva; Valdeci Ribeiro da Silva Jr.; Areolino de Almeida Neto; Anselmo Cardoso de Paiva (MLDM, 2005)

Comparison of FLDA, MLP and SVM in Diagnosis of Lung Nodule. - Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Alexandre César Muniz de Oliveira (MLDM, 2005)

Diagnosis of lung nodule using semivariogram and geometric measures in computerized tomography images. - Aristófanes C. Silva; Paulo Cezar Pinto Carvalho; Marcelo Gattass (Comput. Methods Programs Biomed., 2005)

Semivariogram Applied for Classification of Benign and Malignant Tissues in Mammography. - Valdeci Ribeiro da Silva Jr.; Anselmo Cardoso de Paiva; Aristófanes Corrêa Silva; Alexandre César Muniz de Oliveira (ICIAR (2), 2006)

Classification of Normal, Benign and Malignant Tissues Using Co-occurrence Matrix and Bayesian Neural Network in Mammographic Images. - Leonardo de Oliveira Martins; Alcione Miranda dos Santos; Aristófanes C. Silva; Anselmo Cardoso de Paiva (SBRN, 2006)

Lung Structure Classification Using 3D Geometric Measurements and SVM. - João Rodrigo Ferreira da Silva Sousa; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva (CIARP, 2007)

Classification of Breast Tissues in Mammogram Images Using Ripley's K Function and Support Vector Machine. - Leonardo de Oliveira Martins; Geraldo Braz Júnior; Erick Corrêa da Silva; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva (ICIAR, 2007)

Diagnosis of Lung Nodule Using Independent Component Analysis in Computerized Tomography Images. - Cristiane Cristina Sousa da Silva; Daniel Duarte Costa; Aristófanes Corrêa Silva; Allan Kardec Barros (ICONIP (2), 2007)

Classification of Breast Masses in Mammogram Images Using Ripley's K Function and Support Vector Machine. - Leonardo de Oliveira Martins; Erick Corrêa da Silva; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (MLDM, 2007)

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)

Content based mammography images retrieval using Ripley's K function. - Leonardo S. Kury A. Mendes; Anselmo Cardoso de Paiva; Cláudio de Souza Baptista; Aristófanes Corrêa Silva (ICIS, 2009)

Detection of Masses in Mammographic Images Using Simpson's Diversity Index in Circular Regions and SVM. - André Pereira Nunes; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva (MLDM, 2009)

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)

Classification of breast tissues using Moran's index and Geary's coefficient as texture signatures and SVM. - Geraldo Braz Júnior; Anselmo Cardoso de Paiva; Aristófanes Corrêa Silva; Alexandre César Muniz de Oliveira (Comput. Biol. Medicine, 2009)

Classification of breast tissues using Getis-Ord statistics and support vector machine. - Geraldo Braz Júnior; Anselmo Cardoso de Paiva; Aristófanes Corrêa Silva; Alexandre César Muniz de Oliveira (Intell. Decis. Technol., 2009)

Detection of Breast Masses in Mammogram Images Using Growing Neural Gas Algorithm and Ripley's K Function. - Leonardo de Oliveira Martins; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (J. Signal Process. Syst., 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)

Comparison of Support Vector Machines and Bayesian Neural Networks Performance for Breast Tissues Using geostatistical Functions in Mammographic Images. - Geraldo Braz Júnior; Leonardo de Oliveira Martins; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva (Int. J. Comput. Intell. Appl., 2010)

Automatic Eye Detection in Human Faces Using Geostatistical Functions and Support Vector Machines. - João Dallyson Sousa de Almeida; Aristófanes C. Silva; Anselmo Cardoso de Paiva (ICIAR (2), 2011)

Detection of masses in mammogram images using CNN, geostatistic functions and SVM. - Wener Borges de Sampaio; Edgar Moraes Diniz; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (Comput. Biol. Medicine, 2011)

Classification of Breast Tissues in Mammographic Images in Mass and Non-mass Using McIntosh's Diversity Index and SVM. - Péterson Moraes de Sousa Carvalho; Anselmo Cardoso de Paiva; Aristófanes Corrêa Silva (MLDM, 2012)

Lung Nodules Classification in CT Images Using Shannon and Simpson Diversity Indices and SVM. - Leonardo Barros Nascimento; Anselmo Cardoso de Paiva; Aristófanes Corrêa Silva (MLDM, 2012)

Computational methodology for automatic detection of strabismus in digital images through Hirschberg test. - João Dallyson Sousa de Almeida; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Jorge Antonio Meireles Teixeira (Comput. Biol. Medicine, 2012)

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)

Detection of masses based on asymmetric regions of digital bilateral mammograms using spatial description with variogram and cross-variogram functions. - Daniel Rodrigues Ericeira; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (Comput. Biol. Medicine, 2013)

A mass classification using spatial diversity approaches in mammography images for false positive reduction. - Geraldo Braz Júnior; Simara Vieira da Rocha; Marcelo Gattass; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva (Expert Syst. Appl., 2013)

Visualization of Power Systems Based on Panoramic Augmented Environments. - Paulo Roberto Jansen dos Reis; Daniel Lima Gomes Júnior; Antônio Sérgio de Araújo; Geraldo Braz Júnior; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva (AVR, 2014)

AGITO: Virtual Reality Environment for Power Systems Substations Operators Training. - Tiago Ramos Ribeiro; Paulo Roberto Jansen dos Reis; Geraldo Braz Júnior; Anselmo Cardoso de Paiva; Aristófanes Corrêa Silva; Ivana Marcia Oliveira Maia; Antônio Sérgio de Araújo (AVR, 2014)

Comparing results of thermographic images based diagnosis for breast diseases. - Érick Oliveira Rodrigues; Aura Conci; Tiago B. Borchartt; Anselmo Cardoso de Paiva; Aristófanes Corrêa Silva; Trueman MacHenry (IWSSIP, 2014)

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)

Automatic segmentation of masses in digital mammograms using particle swarm optimization and graph clustering. - Otilio Paulo da Silva Neto; Oseas Carvalho; Wener Borges de Sampaio; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva (IWSSIP, 2015)

Surgical planning for horizontal strabismus using Support Vector Regression. - João Dallyson Sousa de Almeida; Aristófanes Corrêa Silva; Jorge Antonio Meireles Teixeira; Anselmo Cardoso de Paiva; Marcelo Gattass (Comput. Biol. Medicine, 2015)

Classification of breast regions as mass and non-mass based on digital mammograms using taxonomic indexes and SVM. - Fernando Soares Sérvulo de Oliveira; Antonio Oseas de Carvalho Filho; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (Comput. Biol. Medicine, 2015)

Detection of masses in mammograms with adaption to breast density using genetic algorithm, phylogenetic trees, LBP and SVM. - Wener Borges de Sampaio; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (Expert Syst. Appl., 2015)

Computer-Aided Methodology for Syndromic Strabismus Diagnosis. - João Dallyson Sousa de Almeida; Aristófanes Corrêa Silva; Jorge Antonio Meireles Teixeira; Anselmo Cardoso de Paiva; Marcelo Gattass (J. Digit. Imaging, 2015)

Automatic Detection of Masses in Mammograms Using Quality Threshold Clustering, Correlogram Function, and SVM. - Joberth de Nazaré Silva; Antonio Oseas de Carvalho Filho; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (J. Digit. Imaging, 2015)

A simple approach for biometrics: Finger-knuckle prints recognition based on a Sobel filter and similarity measures. - Érick Oliveira Rodrigues; Thiago Malheiros Porcino; Aura Conci; Aristófanes Corrêa Silva (IWSSIP, 2016)

Lung nodule classification based on shape distributions. - Valéria P. M. Fernandes; Rodrigo F. A. Kanehisa; Geraldo Braz Júnior; Aristófanes C. Silva; Anselmo Cardoso de Paiva (SAC, 2016)

Hybrid analysis for indicating patients with breast cancer using temperature time series. - Lincoln F. Silva; Alair Augusto Sarmet dos Santos; Renato S. Bravo; Aristófanes C. Silva; Débora C. Muchaluat-Saade; Aura Conci (Comput. Methods Programs Biomed., 2016)

Texture analysis of masses malignant in mammograms images using a combined approach of diversity index and local binary patterns distribution. - Simara Vieira da Rocha; Geraldo Braz Júnior; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (Expert Syst. Appl., 2016)

Sclera Segmentation in Face Images Using Image Foresting Transform. - Jullyana Fialho Pinheiro; João Dallyson Sousa de Almeida; Geraldo Braz Júnior; Anselmo Cardoso de Paiva; Aristófanes Corrêa Silva (CIARP, 2017)

Semi-automatic methodology for augmented panorama development in industrial outdoor environments. - Daniel Lima Gomes Júnior; Paulo Roberto Jansen dos Reis; Anselmo Cardoso de Paiva; Aristófanes Corrêa Silva; Geraldo Braz Júnior; Antônio Sérgio de Araújo; Marcelo Gattass (Adv. Eng. Softw., 2017)

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)

Automatic diagnosis of strabismus in digital videos through cover test. - Thales Levi Azevedo Valente; João Dallyson Sousa de Almeida; Aristófanes Corrêa Silva; Jorge Antonio Meireles Teixeira; 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)

An Approach for Construction of Augmented Reality Systems using Natural Markers and Mobile Sensors in Industrial Fields. - Daniel Lima Gomes Júnior; Paulo Roberto Jansen dos Reis; Anselmo Cardoso de Paiva; Aristófanes Corrêa Silva; Geraldo Braz Júnior; Marcelo Gattass; Antônio Sérgio de Araújo (Int. J. Comput. Commun. Control, 2017)

Developing software systems to Big Data platform based on MapReduce model: An approach based on Model Driven Engineering. - S. Sousa Osvaldo Jr.; Denivaldo Lopes; Aristófanes C. Silva; Zair Abdelouahab (Inf. Softw. Technol., 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)

Automatic mass detection in mammography images using particle swarm optimization and functional diversity indexes. - Otilio Paulo da Silva Neto; Aristófanes C. Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (Multim. Tools Appl., 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)

Automatic method for quantitative automatic evaluation in dynamic renal scintilography images. - Wallas Henrique S. dos Santos; Steve Ataky Tsham Mpinda; Aristófanes C. Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (Multim. Tools Appl., 2017)

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)

Texture based on geostatistic for glaucoma diagnosis from fundus eye image. - Jefferson Alves de Sousa; Anselmo Cardoso de Paiva; João Dallyson Sousa de Almeida; Aristófanes Corrêa Silva; Geraldo Braz Júnior; 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)

Diagnosis of Non-Small Cell Lung Cancer Using Phylogenetic Diversity in Radiomics Context. - Antonino C. dos Santos Neto; Pedro Henrique Bandeira Diniz; João Otávio Bandeira Diniz; André B. Cavalcante; Aristófanes C. Silva; Anselmo Cardoso de Paiva; João Dallyson Sousa de Almeida (ICIAR, 2018)

Tear Film Classification Using Phylogenetic Diversity Indexes as Texture Descriptor. - Luana Batista da Cruz; José Denes Lima Araújo; Johnatan Carvalho Souza; Jefferson Alves de Sousa; João Dallyson Sousa de Almeida; Geraldo Braz Júnior; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva (ISCC, 2018)

Method of differentiation of benign and malignant masses in digital mammograms using texture analysis based on phylogenetic diversity. - Edson Damasceno Carvalho; Antonio Oseas de Carvalho Filho; Alcilene Dalília de Sousa; Aristófanes Corrêa Silva; Marcelo Gattass (Comput. Electr. Eng., 2018)

Automatic methods for diagnosis of glaucoma using texture descriptors based on phylogenetic diversity. - Antônio Sousa Vieira de Carvalho Junior; Edson Damasceno Carvalho; Antonio Oseas de Carvalho Filho; Alcilene Dalília de Sousa; Aristófanes Corrêa Silva; Marcelo Gattass (Comput. Electr. Eng., 2018)

Augmented visualization using homomorphic filtering and Haar-based natural markers for power systems substations. - Daniel Lima Gomes Júnior; Anselmo Cardoso de Paiva; Aristófanes Corrêa Silva; Geraldo Braz Júnior; João Dallyson Sousa de Almeida; Antônio Sérgio de Araújo; Marcelo Gattass (Comput. Ind., 2018)

Classification of breast tissues into mass and non-mass by means of the micro-genetic algorithm, phylogenetic trees, LBP and SVM. - Wener Borges de Sampaio; Fernando Soares Sérvulo de Oliveira; Antonio Oseas de Carvalho Filho; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018)

Detection of mass regions in mammograms by bilateral analysis adapted to breast density using similarity indexes and convolutional neural networks. - João Otávio Bandeira Diniz; Pedro Henrique Bandeira Diniz; Thales Levi Azevedo Valente; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (Comput. Methods Programs Biomed., 2018)

Detection of white matter lesion regions in MRI using SLIC0 and convolutional neural network. - Pedro Henrique Bandeira Diniz; Thales Levi Azevedo Valente; João Otávio Bandeira Diniz; Aristófanes Corrêa Silva; Marcelo Gattass; Nina Ventura; Bernardo Carvalho Muniz; Emerson Leandro Gasparetto (Comput. Methods Programs Biomed., 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)

Convolutional neural network and texture descriptor-based automatic detection and diagnosis of glaucoma. - Marcos Vinícius dos Santos Ferreira; Antonio Oseas de Carvalho Filho; Alcilene Dalília de Sousa; Aristófanes Corrêa Silva; Marcelo Gattass (Expert Syst. Appl., 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)

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)

Meta-Data Construction for Selection of Breast Tissue Biopsy Slides Image Classifier to Identify Ductal Carcinoma. - Luis Fernando Marin Sepulveda; Aristófanes Corrêa Silva; João Otávio Bandeira Diniz (BRACIS, 2019)

Automatic Ocular Alignment Evaluation for Strabismus Detection Using U-NET and ResNet Networks. - Thayane de Oliveira Simoes; Johnatan Carvalho Souza; João Dallyson Sousa de Almeida; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva (BRACIS, 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 L. F. da Silva; Darlan Bruno Pontes Quintanilha; Otilio Paulo da Silva Neto; Vandecia R. M. Fernandes; Geraldo Braz Júnior; et al. (SMC, 2019)

Pathophysiological mapping of tumor habitats in the breast in DCE-MRI using molecular texture descriptor. - Otilio Paulo da Silva Neto; José Denes Lima Araújo; Ana Gabriela Caldas Oliveira; Mara Cutrim; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (Comput. Biol. Medicine, 2019)

Temporal analysis of lung lesions through dynamic shape features. - Darlan Bruno Pontes Quintanilha; João Otávio Bandeira Diniz; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (Comput. Electr. Eng., 2019)

Spinal cord detection in planning CT for radiotherapy through adaptive template matching, IMSLIC and convolutional neural networks. - João Otávio Bandeira Diniz; Pedro Henrique Bandeira Diniz; Thales Levi Azevedo Valente; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva (Comput. Methods Programs Biomed., 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)

Glaucoma diagnosis in fundus eye images using diversity indexes. - José Denes Lima Araújo; Johnatan Carvalho Souza; Otilio Paulo Silva Neto; Jefferson Alves de Sousa; João Dallyson Sousa de Almeida; Anselmo Cardoso de Paiva; Aristófanes Corrêa Silva; Geraldo Braz Júnior; Marcelo Gattass (Multim. Tools Appl., 2019)

Breast cancer detection in mammography using spatial diversity, geostatistics, and concave geometry. - Geraldo Braz Júnior; Simara Vieira da Rocha; João Dallyson Sousa de Almeida; Anselmo Cardoso de Paiva; Aristófanes C. Silva; Marcelo Gattass (Multim. Tools Appl., 2019)

Diagnosis of breast tissue in mammography images based local feature descriptors. - Caio Eduardo Falcão Matos; Johnatan Carvalho Souza; João Otávio Bandeira Diniz; Geraldo Braz Júnior; Anselmo Cardoso de Paiva; João Dallyson Sousa de Almeida; Simara Vieira da Rocha; Aristófanes Corrêa Silva (Multim. Tools Appl., 2019)

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)

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)

Self-Reading by Speech: An End-to-end Speech Recognition Method Applied to the Energy Consumption Measurement on Mobile Devices. - Carlos V. M. Rocha; José E. S. Oliveira; Robherson W. S. Costa; Anderson M. P. Paiva; Jefferson A. Sousa; Arthur Costa Serra; Arthur Guilherme Santos Fernandes; Ricardo C. S. Marques; Weslley K. R. Figueredo; Italo Francyles Santos da Silva; Simara V. Rocha; Geraldo Braz Júnior; et al. (IWSSIP, 2020)

Meta-Learning Applications in Digital Image Processing. - Aristófanes Corrêa Silva (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)

Legal Judgment Prediction in the Context of Energy Market using Gradient Boosting. - João Vitor Ferreira França; José M. C. Boaro; Pedro Thiago Cutrim dos Santos; Fernando Henríquez; Venicius Garcia; Caio Manfredini; Domingos Alves Dias Júnior; Francisco Y. C. de Oliveira; Carlos E. P. Castro; Geraldo Braz Júnior; Aristófanes C. Silva; Anselmo Cardoso de Paiva; et al. (SMC, 2020)

Temporal Convolutional Network applied for Forecasting Individual Monthly Electric Energy Consumption. - Victor H. B. Lemos; João Dallyson Sousa de Almeida; Anselmo Cardoso de Paiva; Geraldo Braz Júnior; Aristófanes C. Silva; Stelmo M. B. Neto; Alan Carlos de Moura Lima; Carolina L. S. Cipriano; Eduardo C. Fernandes; Márcia I. A. Silva (SMC, 2020)

Multiclass Legal Judgment Outcome Prediction for Consumer Lawsuits using XGBoost and TPE. - Pedro T. Cutrim dos Santos; Fernando Henríquez; Venicius Garcia; Victor Rogério Sousa Ferreira; Antonino C. dos Santos Neto; Johnatan Carvalho Souza; Caio Manfredini; João Vitor Ferreira França; José M. C. Boaro; Geraldo Braz Júnior; Aristófanes C. Silva; Anselmo Cardoso de Paiva; et al. (SMC, 2020)

Breast cancer diagnosis from histopathological images using textural features and CBIR. - Edson Damasceno Carvalho; Antonio Oseas de Carvalho Filho; Romuere R. V. e Silva; Flávio H. D. Araújo; João Otávio Bandeira Diniz; Aristófanes C. Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (Artif. Intell. Medicine, 2020)

Kidney segmentation from computed tomography images using deep neural network. - Luana Batista da Cruz; José Denes Lima Araújo; Jonnison Lima Ferreira; João Otávio Bandeira Diniz; Aristófanes Corrêa Silva; João Dallyson Sousa de Almeida; Anselmo Cardoso de Paiva; Marcelo Gattass (Comput. Biol. Medicine, 2020)

Interferometer eye image classification for dry eye categorization using phylogenetic diversity indexes for texture analysis. - Luana Batista da Cruz; Johnatan Carvalho Souza; Jefferson Alves de Sousa; Alex Martins Santos; Anselmo Cardoso de Paiva; João Dallyson Sousa de Almeida; Aristófanes Corrêa Silva; Geraldo Braz Júnior; Marcelo Gattass (Comput. Methods Programs Biomed., 2020)

Esophagus segmentation from planning CT images using an atlas-based deep learning approach. - João Otávio Bandeira Diniz; Jonnison Lima Ferreira; Pedro Henrique Bandeira Diniz; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva (Comput. Methods Programs Biomed., 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)

Tear Film Classification in Interferometry Eye Images Using Phylogenetic Diversity Indexes and Ripley's K Function. - Luana Batista da Cruz; Johnatan Carvalho Souza; Anselmo Cardoso de Paiva; João Dallyson Sousa de Almeida; Geraldo Braz Júnior; Kelson Rômulo Teixeira Aires; Aristófanes Corrêa Silva; Marcelo Gattass (IEEE J. Biomed. Health Informatics, 2020)

Surgical planning of horizontal strabismus using multiple output regression tree. - Fernando Henrique Fernandes Leite; João Dallyson Sousa de Almeida; Luana Batista da Cruz; Jorge Antonio Meireles Teixeira; Geraldo Braz Júnior; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva (Comput. Biol. Medicine, 2021)

Bayesian convolutional neural network estimation for pediatric pneumonia detection and diagnosis. - Vandécia Rejane Monteiro Fernandes; Geraldo Braz Júnior; Anselmo Cardoso de Paiva; Aristófanes Corrêa Silva; Marcelo Gattass (Comput. Methods Programs Biomed., 2021)

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)

An automatic method for segmentation of liver lesions in computed tomography images using deep neural networks. - José Denes Lima Araújo; Luana Batista da Cruz; Jonnison Lima Ferreira; Otilio Paulo da Silva Neto; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (Expert Syst. 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 Júnior; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes; Marcelo Gattass (Expert Syst. Appl., 2021)

Automatic ocular version evaluation in images using random forest. - Jullyana Fialho Pinheiro; João Dallyson Sousa de Almeida; Jorge Antonio Meireles Teixeira; Geraldo Braz Júnior; Anselmo Cardoso de Paiva; Aristófanes Corrêa Silva; Rodrigo de Melo Souza Veras (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)

Defining Requirements for the Development of Useful and Usable Chatbots: An Analysis of Quality Attributes from Academy and Industry. - Malu Mafra; Kennedy Nunes; Adailton Castro; Adriana Lopes; Ana Carolina Oran; Geraldo Braz Júnior; João Almeida 003; Anselmo Cardoso de Paiva; Aristófanes C. Silva; Simara Rocha; Davi Viana; Aurea Melo; et al. (HCI (3), 2022)

Defining an A/B Testing Process for Usability and User Experience Evaluation Through the Analysis of the Results of a Literature Review. - Italo Fernandes S. Silva; Simara Rocha; Carlos Portela 002; Geraldo Braz Júnior; João Almeida 003; Aristófanes Corrêa Silva; Davi Viana; Jacilane Rabelo; Anselmo Cardoso de Paiva; Luis Rivero 001 (HCI (41), 2022)

Detection and Delimitation of Natural Gas in Seismic Images using MLP-Mixer and U-Net. - Carolina L. S. Cipriano; Domingos Alves Dias Júnior; Petterson Sousa Diniz; Luiz F. Marin; Anselmo Cardoso de Paiva; João Otávio Bandeira Diniz; Aristófanes C. Silva (ICEIS (1), 2022)

Practical Findings from Applying Quality Assurance Activities in the Development of Three Information Systems for Power Companies. - Geraldo Braz Júnior; Luis Rivero 001; João Almeida 003; Simara V. Rocha; Aristófanes C. Silva; Anselmo Cardoso de Paiva; Carlos E. P. Castro; Darlan Bruno Pontes Quintanilha; Italo Francyles Santos da Silva; Erika W. B. A. L. Alves; Samira Barbosa (ICEIS (2), 2022)

Time2Vec transformer: a time series approach for gas detection in seismic data. - Petterson Sousa Diniz; Domingos Alves Dias Júnior; João Otávio Bandeira Diniz; Anselmo Cardoso de Paiva; Aristófanes Corrêa Silva; Marcelo Gattass; Roberto Quevedo; Diogo Michelon; Carlos Siedschlag; Roberto Ribeiro (SAC, 2022)

A deep learning method with residual blocks for automatic spinal cord segmentation in planning CT. - João Otávio Bandeira Diniz; Jonnison Lima Ferreira; Pedro Henrique Bandeira Diniz; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva (Biomed. Signal Process. Control., 2022)

Liver segmentation from computed tomography images using cascade deep learning. - José Denes Lima Araújo; Luana Batista da Cruz; João Otávio Bandeira Diniz; Jonnison Lima Ferreira; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (Comput. Biol. Medicine, 2022)

Computational method for aid in the diagnosis of sixth optic nerve palsy through digital videos. - Polyana Bezerra da Costa; João Dallyson Sousa de Almeida; Jorge Antonio Meireles Teixeira; Geraldo Braz Júnior; Anselmo Cardoso de Paiva; Aristófanes Corrêa Silva (Comput. Biol. Medicine, 2022)

Kidney tumor segmentation from computed tomography images using DeepLabv3+ 2.5D model. - Luana Batista da Cruz; Domingos Alves Dias Júnior; João Otávio Bandeira Diniz; Aristófanes Corrêa Silva; João Dallyson Sousa de Almeida; Anselmo Cardoso de Paiva; Marcelo Gattass (Expert Syst. Appl., 2022)

An automatic approach for heart segmentation in CT scans through image processing techniques and Concat-U-Net. - João Otávio Bandeira Diniz; Jonnison Lima Ferreira; Omar Andrés Carmona Cortes; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva (Expert Syst. Appl., 2022)

A cascade approach for automatic segmentation of cardiac structures in short-axis cine-MR images using deep neural networks. - Italo Francyles Santos da Silva; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (Expert Syst. Appl., 2022)

EfficientDeepLab for Automated Trachea Segmentation on Medical Images. - Arthur Guilherme Santos Fernandes; Geraldo Braz Júnior; João Otávio Bandeira Diniz; Aristófanes Corrêa Silva; Caio Eduardo Falcão Matos (BRACIS (2), 2023)

A Two-Stage Method for Polyp Detection in Colonoscopy Images Based on Saliency Object Extraction and Transformers. - Alan Carlos de Moura Lima; Lisle Faray de Paiva; Geraldo Braz Júnior; João Dallyson Sousa de Almeida; Aristófanes Corrêa Silva; Miguel Tavares Coimbra; Anselmo Cardoso de Paiva (IEEE Access, 2023)

Detection of potential gas accumulations in 2D seismic images using spatio-temporal, PSO, and convolutional LSTM approaches. - Domingos Alves Dias Júnior; Luana Batista da Cruz; João Otávio Bandeira Diniz; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Marcelo Gattass; Carlos Rodriguez; Roberto Quispe Quispe; Roberto Ribeiro; Vinicius Riguete (Expert Syst. Appl., 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 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)

Generalization of deep learning models for natural gas indication in 2D seismic data. - Luis Fernando Marin Sepulveda; Marcelo Gattass; Aristófanes Corrêa Silva; Roberto Quevedo; Diogo Michelon; Carlos Siedschlag; Roberto Ribeiro (Pattern Recognit., 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)

Detection of Pathological Regions of the Gastrointestinal Tract in Capsule Images Using EfficientNetV2 and YOLOv8. - Anderson Lopes Silva; Hellen Guterres França; Carlos Mendes dos Santos Neto; Alexandre César Pinto Pessoa; Darlan Bruno Pontes Quintanilha; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva (BRACIS (1), 2024)

Classification of Non-alcoholic Fatty Liver Disease in Thermal Images of the Liver Using a Siamese Neural Network. - Maxwell Pires Silva; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva (BRACIS (1), 2024)

Automatic Segmentation of rocks porosity and their properties using deep learning. - Alan de Carvalho Araújo; Aristófanes Corrêa Silva; Deane Mesquita Roehl; Marcelo Sampaio de Simone Teixeira (CENTERIS/ProjMAN/HCist, 2024)

Method for detecting non-alcoholic fatty liver disease in abdominal thermography time series using temporal convolutional networks. - Marcos Vinícius de Sousa Farias; Italo Francyles Santos da Silva; Aristófanes Corrêa Silva; Henrique Manoel de Araújo Martins Filho; Anselmo Cardoso de Paiva; António Cunha (CENTERIS/ProjMAN/HCist, 2024)

A Cascade Method based on UNet3+ for Automated Vertebrae Segmentation in X-ray Images. - Estephane M. Nascimento; Aristófanes C. Silva; João Dallyson Sousa de Almeida; Alexandre C. P. Pessoa; Weslley K. R. Figueredo; Italo Francyles Santos da Silva; Geraldo Braz Júnior; Anselmo Cardoso de Paiva; António Cunha (CENTERIS/ProjMAN/HCist, 2024)

Experimental Study of an Active Learning-based Method for the Classification of Penile Cancer in Histopathological Images using Convolutional Neural Networks. - Italo Francyles Santos da Silva; Geraldo Braz Júnior; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rui Miguel Gil da Costa Oliveira; António Cunha (CENTERIS/ProjMAN/HCist, 2024)

Diffusion Model for Generating Synthetic Contrast Enhanced CT from Non-Enhanced Heart Axial CT Images. - Victor Rogério Sousa Ferreira; Anselmo Cardoso de Paiva; Aristófanes Corrêa Silva; João Dallyson Sousa de Almeida; Geraldo Braz Júnior; Francesco Renna (ICEIS (1), 2024)

Classification of Age-Related Macular Degeneration in Fundus Images Using Deep Features and Gradient-Boosted Decision Trees: An Experimental Study. - Antônio Pedro Vieira Lima; Filipe Correa Belfort; Italo Francyles Santos da Silva; Anselmo Cardoso de Paiva; Aristófanes Corrêa Silva (ICPR (Workshops and Challenges, 2), 2024)

Automatic Glaucoma Detection Using Structural Features and Taxonomic Indices. - Weverton Lucas Santos Trindade; João Dallyson Sousa de Almeida; Geraldo Braz Júnior; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva (ICPR (Workshops and Challenges, 2), 2024)

Deep learning for detecting dilated or contracted pupils. - Fredson C. Rodrigues; Darlan B. P. Quintanilha; Anselmo Cardoso de Paiva; Aristófanes C. Silva; João Dallyson Sousa de Almeida; Geraldo Braz Júnior (Biomed. Signal Process. Control., 2024)

Automatic segmentation of deep endometriosis in the rectosigmoid using deep learning. - Weslley K. R. Figueredo; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; João Otávio Bandeira Diniz; Alice Brandão; Marco Aurelio Pinho Oliveira (Image Vis. Comput., 2024)

Proposing Usability-UX technologies for the design and evaluation of text-based chatbots. - Malu Mafra; Kennedy Nunes; Simara Rocha; Geraldo Braz Júnior; Aristófanes Corrêa Silva; Davi Viana; Williamson Silva; Luis Rivero 001 (J. Interact. Syst., 2024)

Early detection and diagnosis of lung cancer using YOLO v7, and transfer learning. - Selma Mammeri; Mohamed Amroune; Mohamed Yassine Haouam; Issam Bendib; Aristófanes Corrêa Silva (Multim. Tools Appl., 2024)

Applying Prototyping and Exploratory Testing to Ensure Software Quality in an Information System for Power Tampering Detection: An Experience Report. - Sabryna Araujo; Ramille Santana; Joana Silva; Arthur Passos; Matheus Menezes; Felipe Feyh; Carlos Moura; Lucas Pinheiro; Auriane Santos; Aristófanes C. Silva; João Dallyson Sousa de Almeida; Italo Francyles Santos da Silva; et al. (ICEIS (2), 2025)

Applying Checklist and Design Patterns for Evaluating and Redesigning a Dashboard Interface of a Decision Support Information System. - Kennedy Nunes; Arthur Passos; Matheus Menezes; Felipe Feyh; Carlos Moura; Lucas P. A. Pinheiro; Auriane Santos; Aristófanes C. Silva; João Dallyson Sousa de Almeida; Italo Francyles Santos da Silva; Luis Rivero 001 (ICEIS (2), 2025)

A meta-learning based neural network and LSTM for univariate time series missing data imputation. - Mauricio Morais Almeida; João Dallyson Sousa de Almeida; Darlan Bruno Pontes Quintanilha; Geraldo Braz Júnior; Aristófanes Corrêa Silva (Appl. Soft Comput., 2025)

Application of natural language modeling techniques in natural gas segmentation in seismic reflection images. - Henrique Ribeiro de Mello; Anselmo Cardoso de Paiva; Aristófanes Corrêa Silva; Geraldo Braz Júnior; João Dallyson Sousa de Almeida; Darlan Bruno Pontes Quintanilha; Marcelo Gattass (Neural Comput. Appl., 2025)