Sérgio V. Cardoso

According to our database, Sérgio V. Cardoso authored at least 9 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Exploring DeepDream and XAI Representations for Classifying Histological Images.

João Manoel Cardoso Martinez, Leandro Alves Neves, Leonardo Henrique Da Costa Longo, Guilherme Botazzo Rozendo, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Adriano M. Loyola, Sérgio V. Cardoso, Adriano Barbosa-Silva, Marcelo Zanchetta do Nascimento

SN Comput. Sci., April, 2024

Classification of Multiple H&E Images via an Ensemble Computational Scheme.

Leonardo Henrique Da Costa Longo, Guilherme Freire Roberto, Thaína A. A. Tosta, Paulo Rogério de Faria, Adriano M. Loyola, Sérgio V. Cardoso, Adriano Barbosa-Silva, Marcelo Zanchetta do Nascimento, Leandro Alves Neves

Entropy, January, 2024

Association of Grad-CAM, LIME and Multidimensional Fractal Techniques for the Classification of H&E Images.

Thales R. S. Lopes, Guilherme Freire Roberto, Carlos Soares, Thaína A. A. Tosta, Adriano Barbosa-Silva, Adriano M. Loyola, Sérgio V. Cardoso, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento, Leandro Alves Neves

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Investigation of Deep Neural Network Compression Based on Tucker Decomposition for the Classification of Lesions in Cavity Oral.

Vitor B. L. Fernandes, Adriano Barbosa-Silva, Danilo Cesar Pereira, Sérgio V. Cardoso, Paulo Rogério de Faria, Adriano M. Loyola, Thaína A. A. Tosta, Leandro Alves Neves, Marcelo Zanchetta do Nascimento

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Oral Dysplasia Classification by Using Fractal Representation Images and Convolutional Neural Networks.

Rafael H. de O. Carvalho, Adriano Barbosa-Silva, Alessandro Santana Martins, Sérgio V. Cardoso, Guilherme Freire Roberto, Paulo Rogério de Faria, Adriano M. Loyola, Thaína A. A. Tosta, Leandro Alves Neves, Marcelo Zanchetta do Nascimento

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023

Hematoxylin and eosin stained oral squamous cell carcinoma histological images dataset.

Dalí F. D. dos Santos, Paulo Rogério de Faria, Adriano M. Loyola, Sérgio V. Cardoso, Bruno A. N. Travençolo, Marcelo Zanchetta do Nascimento

CoRR, 2023

Classification of H&E Images via CNN Models with XAI Approaches, DeepDream Representations and Multiple Classifiers.

Leandro Alves Neves, João Manuel Cardoso Martinez, Leonardo Henrique Da Costa Longo, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Adriano M. Loyola, Sérgio V. Cardoso, Adriano Barbosa-Silva, Marcelo Zanchetta do Nascimento, Guilherme Botazzo Rozendo

Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

CNN Ensembles for Nuclei Segmentation on Histological Images of OED.

Adriano Barbosa-Silva, Guilherme Botazzo Rozendo, Thaína A. A. Tosta, Alessandro Santana Martins, Adriano M. Loyola, Sérgio V. Cardoso, Alessandra Lumini, Leandro Alves Neves, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022

Assessment of the association of deep features with a polynomial algorithm for automated oral epithelial dysplasia grading.

Adriano Barbosa-Silva, Cléber I. De Oliveira, Danilo Cesar Pereira, Thaína A. A. Tosta, Alessandro Santana Martins, Adriano M. Loyola, Sérgio V. Cardoso, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento

Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022