Thaína Aparecida Azevedo Tosta

30 papers B 3Journal 20Unranked 7
YearRankTypeTitle / Venue / Authors
2026 — conf
A Computational Approach for Generative Modeling and Supervised Classification: Comparative Evaluation of GAN and Diffusion Models for Histological Data Augmentation.
VISAPP (1)
Bianca Lançoni de Oliveira Garcia, Guilherme Botazzo Rozendo, Thiago Leal Pozati, Thaína Aparecida Azevedo Tosta, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
2025 — conf
Association of Fractal Geometry and Data Augmentation Through GANs and XAI for Classification of Histology Images.
ICEIS (1)
Vinicius Augusto Toreli Borgue, Bianca Lançoni de Oliveira Garcia, Sérgio Augusto Pelicano Júnior, Guilherme Freire Roberto, Guilherme Botazzo Rozendo, Leandro Alves Neves, Alessandro Santana Martins, Thaína Aparecida Azevedo Tosta, Marcelo Zanchetta do Nascimento
2025 — conf
Convolutional Neural Networks Enriched by Handcrafted Attributes (Enriched-CNN): An Innovative Approach to Pattern Recognition in Histological Images.
ICEIS (1)
Luiz Fernando Segato dos Santos, Leandro Alves Neves, Alessandro Santana Martins, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Marcelo Zanchetta do Nascimento
2025 J jnl
Hybrid CNN-Transformer Models in Histopathology Image Analysis: A Scoping Review.
IEEE Access
Domingos Lucas Latorre de Oliveira, Thaína Aparecida Azevedo Tosta, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2024 J jnl
Evaluation of sparsity metrics and evolutionary algorithms applied for normalization of H&E histological images.
Pattern Anal. Appl.
Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Alessandro Santana Martins, Chetna Kaushal, Marcelo Zanchetta do Nascimento
2024 J jnl
Exploring DeepDream and XAI Representations for Classifying Histological Images.
SN Comput. Sci.
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
2024 J jnl
OralEpitheliumDB: A Dataset for Oral Epithelial Dysplasia Image Segmentation and Classification.
J. Imaging Inform. Medicine
Adriano Barbosa-Silva, Alessandro Santana Martins, Thaína Aparecida Azevedo Tosta, Adriano M. Loyola, Sérgio V. Cardoso, Leandro Alves Neves, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento
2024 — conf
X-GAN: Generative Adversarial Networks Training Guided with Explainable Artificial Intelligence.
ICEIS (1)
Guilherme Botazzo Rozendo, Alessandra Lumini, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
2023 J jnl
A stain color normalization with robust dictionary learning for breast cancer histological images processing.
Biomed. Signal Process. Control.
Thaína Aparecida Azevedo Tosta, André Dias Freitas, Paulo Rogério de Faria, Leandro Alves Neves, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
2023 J jnl
Analysis of neural networks trained with evolutionary algorithms for the classification of breast cancer histological images.
Expert Syst. Appl.
João Pedro Miranda Miguel, Leandro Alves Neves, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento, Thaína Aparecida Azevedo Tosta
2023 — conf
Classification of H&E Images via CNN Models with XAI Approaches, DeepDream Representations and Multiple Classifiers.
ICEIS (1)
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
2022 J jnl
Classification of non-Hodgkin lymphomas based on sample entropy signatures.
Expert Syst. Appl.
Guilherme Botazzo Rozendo, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Paulo Rogério de Faria, Adriano Barbosa-Silva, Thaína Aparecida Azevedo Tosta, Leandro Alves Neves
2022 J jnl
Computational analysis of histological images from hematoxylin and eosin-stained oral epithelial dysplasia tissue sections.
Expert Syst. Appl.
Adriano Barbosa-Silva, Alessandro Santana Martins, Thaína Aparecida Azevedo Tosta, Leandro Alves Neves, João Paulo Silva Servato, Marcelo Sivieri de Araújo, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento
2022 — conf
Multidimensional shannon entropy (HM) as an approach to classify H&E colorectal images.
IWSSIP
Luiz Fernando Segato dos Santos, Guilherme Botazzo Rozendo, Marcelo Zanchetta do Nascimento, Thaína Aparecida Azevedo Tosta, Leonardo Henrique Da Costa Longo, Leandro Alves Neves
2022 J jnl
Percolation Features: An approach for evaluating fractal properties in colour images.
Softw. Impacts
Guilherme Freire Roberto, Leandro Alves Neves, Leonardo Henrique Da Costa Longo, Guilherme Botazzo Rozendo, Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
2022 J jnl
Sample Entropy Signatures: A new way to interpret SampEn values.
Softw. Impacts
Guilherme Botazzo Rozendo, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Paulo Rogério de Faria, Adriano Barbosa-Silva, Thaína Aparecida Azevedo Tosta, Leandro Alves Neves
2021 J jnl
Evaluation of statistical and Haralick texture features for lymphoma histological images classification.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2019 J jnl
Classification of colorectal cancer based on the association of multidimensional and multiresolution features.
Expert Syst. Appl.
Matheus Gonçalves Ribeiro, Leandro Alves Neves, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Alessandro Santana Martins, Thaína Aparecida Azevedo Tosta
2019 J jnl
Color normalization of faded H&E-stained histological images using spectral matching.
Comput. Biol. Medicine
Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2019 J jnl
Computational normalization of H&E-stained histological images: Progress, challenges and future potential.
Artif. Intell. Medicine
Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2019 J jnl
Unsupervised method for normalization of hematoxylin-eosin stain in histological images.
Comput. Medical Imaging Graph.
Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, João Paulo Silva Servato, Leandro Alves Neves, Guilherme Freire Roberto, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
2018 — conf
Analysis of the Influence of Color Normalization in the Classification of Non-Hodgkin Lymphoma Images.
SIBGRAPI
Matheus Gonçalves Ribeiro, Leandro Alves Neves, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
2018 B conf
Fitness Functions Evaluation for Segmentation of Lymphoma Histological Images Using Genetic Algorithm.
EvoApplications
Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2018 J jnl
Lymphoma images analysis using morphological and non-morphological descriptors for classification.
Comput. Methods Programs Biomed.
Marcelo Zanchetta do Nascimento, Alessandro Santana Martins, Thaína Aparecida Azevedo Tosta, Leandro Alves Neves
2018 J jnl
Multidimensional and fuzzy sample entropy (SampEnMF) for quantifying H&E histological images of colorectal cancer.
Comput. Biol. Medicine
Luiz Fernando Segato dos Santos, Leandro Alves Neves, Guilherme Botazzo Rozendo, Matheus Gonçalves Ribeiro, Marcelo Zanchetta do Nascimento, Thaína Aparecida Azevedo Tosta
2018 J jnl
Using wavelet sub-band and fuzzy 2-partition entropy to segment chronic lymphocytic leukemia images.
Appl. Soft Comput.
Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Valério Ramos Batista, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2017 B conf
Application of Evolutionary Algorithms on Unsupervised Segmentation of Lymphoma Histological Images.
CBMS
Thaína Aparecida Azevedo Tosta, Marcelo Zanchetta do Nascimento, Paulo Rogério de Faria, Leandro Alves Neves
2017 J jnl
Computational method for unsupervised segmentation of lymphoma histological images based on fuzzy 3-partition entropy and genetic algorithm.
Expert Syst. Appl.
Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2017 J jnl
Features based on the percolation theory for quantification of non-Hodgkin lymphomas.
Comput. Biol. Medicine
Guilherme Freire Roberto, Leandro Alves Neves, Marcelo Zanchetta do Nascimento, Thaína Aparecida Azevedo Tosta, Leonardo C. Longo, Alessandro Santana Martins, Paulo Rogério de Faria
2015 B conf
Unsupervised Segmentation of Leukocytes Images Using Thresholding Neighborhood Valley-Emphasis.
CBMS
Thaína Aparecida Azevedo Tosta, Andressa Finzi de Abreu, Bruno Augusto Nassif Travençolo, Marcelo Zanchetta do Nascimento, Leandro Alves Neves