Paulo Chagas

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 8

Top Topics

Extracting Features

Transfer Learning

Feature Selection

Image Classification

Top Venues

Comput. methods Biomech. Biomed. Eng. Imaging Vis.

Artif. Intell. Medicine

Publications

Luiz Souza, Jefferson Silva, Paulo Chagas, Angelo Amâncio Duarte, Washington L. C. dos-Santos, Luciano Oliveira
Mouse-to-human transfer learning for glomerulus segmentation. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (5) (2023)
Paulo Chagas, Luiz Souza, Izabelle Pontes, Rodrigo Tripodi Calumby, Michele Angelo, Angelo Amâncio Duarte, Washington L. C. dos-Santos, Luciano Oliveira
Uncertainty-aware membranous nephropathy classification: A Monte-Carlo dropout approach to detect how certain is the model. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (3) (2023)
Jefferson Silva, Luiz Souza, Paulo Chagas, Rodrigo Tripodi Calumby, Bianca Souza, Izabelle Pontes, Angelo Amâncio Duarte, Nathanael Pinheiro, Washington L. C. dos-Santos, Luciano Oliveira
Boundary-aware glomerulus segmentation: Toward one-to-many stain generalization. Comput. Medical Imaging Graph. 100 (2022)
Tiago Araújo, Paulo Chagas, João Bernardo Alves, Carlos G. R. Santos, Beatriz Sousa Santos, Bianchi Serique Meiguins
A Real-World Approach on the Problem of Chart Recognition Using Classification, Detection and Perspective Correction. Sensors 20 (16) (2020)
Paulo Chagas, Luiz Souza, Ikaro Araújo, Nayze Aldeman, Angelo A. Duarte, Michele Angelo, Washington L. C. dos-Santos, Luciano Oliveira
Classification of glomerular hypercellularity using convolutional features and support vector machine. Artif. Intell. Medicine 103 (2020)
Paulo Chagas, Luiz Souza, Ikaro Araújo, Nayze Aldeman, Angelo A. Duarte, Michele Angelo, Washington L. C. dos-Santos, Luciano Oliveira
Classification of glomerular hypercellularity using convolutional features and support vector machine. CoRR (2019)
Paulo Chagas, Rafael Daisuke Akiyama, Aruanda Simões Goncalves Meiguins, Carlos Gustavo Resque dos Santos, Filipe Saraiva, Bianchi Serique Meiguins, Jefferson Morais
Evaluation of Convolutional Neural Network Architectures for Chart Image Classification. IJCNN (2018)
Márcia Homci, Paulo Chagas, Brunelli Miranda, Jean Carlos Arouche Freire, Raimundo Viegas Jr., Yomara Pires, Bianchi Serique Meiguins, Jefferson Morais
A New Strategy Based on Feature Selection for Fault Classification in Transmission Lines. IBERAMIA (2016)