Marcelo Gattass

Overview

Best Publications

• 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

  186
  Citations

• Detection of masses in mammogram images using CNN, geostatistic functions and SVM

  Wener Borges Sampaio;Edgar Moraes Diniz;Aristófanes Corrêa Silva;Anselmo Cardoso de Paiva

  156
  Citations

• TerraLib: Technology in Support of GIS Innovation

  Gilberto Câmara;Ricardo Cartaxo Modesto;Bianca Maria Pedrosa;Lúbia Vinhas

  155
  Citations

• Seismic fault detection in real data using transfer learning from a convolutional neural network pre-trained with synthetic seismic data

  Augusto Cunha;Axelle Pochet;Hélio Lopes;Marcelo Gattass

  155
  Citations

• Detection of Masses in Digital Mammograms using K-Means and Support Vector Machine

  Leonardo de Oliveira Martins;Geraldo Braz Junior;Aristófanes Correa Silva;Anselmo Cardoso de Paiva

  135
  Citations

• Automatic segmentation of lung nodules with growing neural gas and support vector machine

  Stelmo Magalhães Barros Netto;Aristófanes Corrêa Silva;Rodolfo Acatauassú Nunes;Marcelo Gattass

  135
  Citations

• 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

  128
  Citations

• 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

  111
  Citations

• 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

  105
  Citations

• 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

  101
  Citations

• Kidney tumor segmentation from computed tomography images using DeepLabv3+ 2.5D model

  Unknown

  101
  Citations

• 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

  98
  Citations

• Liver segmentation from computed tomography images using cascade deep learning

  Unknown

  83
  Citations

• Node and element resequencing using the Laplacian of a finite element graph: Part I—General concepts and algorithm

  Glaucio H. Paulino;Ivan F. M. Menezes;Marcelo Gattass;Subrata Mukherjee

  78
  Citations

• Lung nodules diagnosis based on evolutionary convolutional neural network

  Giovanni L. Silva;Otílio P. Silva Neto;Aristófanes C. Silva;Anselmo C. Paiva

  77
  Citations

• Seismic Fault Detection Using Convolutional Neural Networks Trained on Synthetic Poststacked Amplitude Maps

  Axelle Pochet;Pedro H. B. Diniz;Helio Lopes;Marcelo Gattass

  77
  Citations

• Crowd-SLAM: Visual SLAM Towards Crowded Environments using Object Detection

  João Carlos Virgolino Soares;Marcelo Gattass;Marco Antonio Meggiolaro

  70
  Citations

• 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

  67
  Citations

• 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

  66
  Citations

• INTERSECTING AND TRIMMING PARAMETRIC MESHES ON FINITE-ELEMENT SHELLS

  Luiz Cristovão G. Coelho;Marcelo Gattass;Luiz Henrique de Figueiredo

  65
  Citations

• 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;Aristofanes Corrêa Silva;Anselmo Cardoso de Paiva;Rodolfo Acatauassú Nunes

  64
  Citations

• Automatic embryonic stem cells detection and counting method in fluorescence microscopy images

  Geisa M. Faustino;Marcelo Gattass;Stevens Rehen;Carlos J. P. de Lucena

  61
  Citations

• 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

  51
  Citations