Thaína Aparecida Azevedo Tosta

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Evolutionary Algorithm

Histological Images

Top Venues

Biomed. Signal Process. Control.

SN Comput. Sci.

Expert Syst. Appl.

Publications

Guilherme Botazzo Rozendo, Alessandra Lumini, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
X-GAN: Generative Adversarial Networks Training Guided with Explainable Artificial Intelligence. ICEIS (1) (2024)
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) (2024)
Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Alessandro Santana Martins, Chetna Kaushal, Marcelo Zanchetta do Nascimento
Evaluation of sparsity metrics and evolutionary algorithms applied for normalization of H&E histological images. Pattern Anal. Appl. 27 (1) (2024)
João Pedro Miranda Miguel, Leandro Alves Neves, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento, Thaína Aparecida Azevedo Tosta
Analysis of neural networks trained with evolutionary algorithms for the classification of breast cancer histological images. Expert Syst. Appl. 231 (2023)
Thaína Aparecida Azevedo Tosta, André Dias Freitas, Paulo Rogério de Faria, Leandro Alves Neves, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
A stain color normalization with robust dictionary learning for breast cancer histological images processing. Biomed. Signal Process. Control. 85 (2023)
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
Classification of H&E Images via CNN Models with XAI Approaches, DeepDream Representations and Multiple Classifiers. ICEIS (1) (2023)