Marcelo Gattass

Marcelo Gattass publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Marcelo Gattass sits on this spectrum.

Marcelo Gattass D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Marcelo Gattass sits on this spectrum.

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