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Sérgio V. Cardoso
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2020 – today
- 2024
- [j2]Leonardo Henrique Da Costa Longo
, Guilherme Freire Roberto
Classification of Multiple H&E Images via an Ensemble Computational Scheme. Entropy 26(1): 34 (2024) - [j1]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:
Exploring DeepDream and XAI Representations for Classifying Histological Images. SN Comput. Sci. 5(4): 362 (2024) - [c6]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:
Association of Grad-CAM, LIME and Multidimensional Fractal Techniques for the Classification of H&E Images. VISIGRAPP (2): VISAPP 2024: 441-447 - [c5]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:
Investigation of Deep Neural Network Compression Based on Tucker Decomposition for the Classification of Lesions in Cavity Oral. VISIGRAPP (3): VISAPP 2024: 516-523 - [c4]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:
Oral Dysplasia Classification by Using Fractal Representation Images and Convolutional Neural Networks. VISIGRAPP (3): VISAPP 2024: 524-531 - 2023
- [c3]Adriano Barbosa-Silva, Guilherme Botazzo Rozendo, Thaína A. A. Tosta, Alessandro Santana Martins, Adriano M. Loyola, Sérgio V. Cardoso, Alessandra Lumini, Leandro Alves Neves
CNN Ensembles for Nuclei Segmentation on Histological Images of OED. CBMS 2023: 601-604 - [c2]Leandro Alves Neves, João Manuel Cardoso Martinez, Leonardo Henrique Da Costa Longo
Classification of H&E Images via CNN Models with XAI Approaches, DeepDream Representations and Multiple Classifiers. ICEIS (1) 2023: 354-364 - [i1]Dalí F. D. dos Santos, Paulo Rogério de Faria, Adriano M. Loyola, Sérgio V. Cardoso, Bruno A. N. Travençolo
Hematoxylin and eosin stained oral squamous cell carcinoma histological images dataset. CoRR abs/2303.10172 (2023) - 2022
- [c1]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:
Assessment of the association of deep features with a polynomial algorithm for automated oral epithelial dysplasia grading. SIBGRAPI 2022: 264-269
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