Thaína A. A. Tosta

31 papers B 6C 4Journal 9Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Evaluation of fractal descriptors, deep features and XAI representations with LASSO-regularized Hermite polynomial classifier for H&E histological image classification.
Biomed. Signal Process. Control.
Danilo Cesar Pereira, Adriano Barbosa-Silva, Leonardo Henrique Da Costa Longo, Adriano M. Loyola, Sérgio V. Cardoso, Paulo Rogério de Faria, Thaína A. A. Tosta, Leandro Alves Neves, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
2025 — conf
A U-Net-Based Approach for Histological Tissue Segmentation Using RCAug Data Augmentation.
SIBGRAPI
Domingos Lucas Latorre de Oliveira, Thaína A. A. Tosta, Leandro Alves Neves, Adriano Barbosa-Silva, Alessandro Santana Martins, Paulo R. de Fariall, Marcelo Zanchetta do Nascimento
2025 B conf
CNN Ensembles for Nuclei Instance Segmentation in OED Histological Images.
CBMS
Adriano Barbosa-Silva, Jose E. B. Apumayta, Thaína A. A. Tosta, Alessandro Santana Martins, Domingos Lucas Latorre de Oliveira, Leandro Alves Neves, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento
2025 B conf
Color Normalization by Dictionary Learning with Nuclear Segmentation Evaluation in H&E Histological Images.
CBMS
André Fernando Quaresma da Silva, André Dias Freitas, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento, Thaína A. A. Tosta
2025 J jnl
Entropy-Regularized Attention for Explainable Histological Classification with Convolutional and Hybrid Models.
Entropy
Pedro Lucas Miguel, Leandro Alves Neves, Alessandra Lumini, Giuliano Cardozo Medalha, Guilherme Freire Roberto, Guilherme Botazzo Rozendo, Adriano M. Cansian, Thaína A. A. Tosta, Marcelo Zanchetta do Nascimento
2025 J jnl
Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images.
Pattern Recognit. Lett.
Guilherme Freire Roberto, Danilo Cesar Pereira, Alessandro Santana Martins, Thaína A. A. Tosta, Carlos Soares, Alessandra Lumini, Guilherme Botazzo Rozendo, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2025 — conf
Lightweight Hybrid Ensemble for Ameloblastoma and Ameloblastic Carcinoma Classification.
SIBGRAPI
Domingos Lucas Latorre de Oliveira, Hanna B. C. M. F. de Castro, Thaína A. A. Tosta, Leandro Alves Neves, Pedro Almir Martins de Oliveira, Paulo R. de Fariall, Marcelo Zanchetta do Nascimento
2025 B conf
Nuclear Segmentation in Histological Images Using Multiple Attention System Mixing.
CBMS
Gabriel G. Crepaldi, Domingos Lucas Latorre de Oliveira, Thaína A. A. Tosta, Leandro Alves Neves, Adriano Barbosa-Silva, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
2025 — conf
Preprocessing techniques for public H&E histological images: a systematic review.
IWSSIP
Anna Clara Medina Roissmann, Leandro Alves Neves, Marcelo Zanchetta do Nascimento, Thaína A. A. Tosta
2024 — conf
Association of Grad-CAM, LIME and Multidimensional Fractal Techniques for the Classification of H&E Images.
VISIGRAPP (2): VISAPP
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
2024 J jnl
Classification of Multiple H&E Images via an Ensemble Computational Scheme.
Entropy
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
2024 — conf
Ensemble of Semantic Segmentation Models for Oral Epithelial Dysplasia Images.
SIBGRAPI
Adriano Barbosa-Silva, Thaína A. A. Tosta, Leandro Alves Neves, Alessandro Santana Martins, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento
2024 J jnl
Higuchi Fractal Dimension with a multidimensional approach for color images.
Softw. Impacts
Jaqueline Junko Tenguam, Leonardo Henrique Da Costa Longo, Guilherme Freire Roberto, Thaína A. A. Tosta, Adriano Barbosa-Silva, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
2024 J jnl
Hybrid models for classifying histological images: An association of deep features by transfer learning with ensemble classifier.
Multim. Tools Appl.
Cléber I. De Oliveira, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Thaína A. A. Tosta, Alessandro Santana Martins, Leandro Alves Neves
2024 — conf
Improving Explainability of the Attention Branch Network with CAM Fostering Techniques in the Context of Histological Images.
ICEIS (1)
Pedro Lucas Miguel, Alessandra Lumini, Giuliano Cardozo Medalha, Guilherme Freire Roberto, Guilherme Botazzo Rozendo, Adriano Mauro Cansian, Thaína A. A. Tosta, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
2024 — conf
Investigation of Deep Neural Network Compression Based on Tucker Decomposition for the Classification of Lesions in Cavity Oral.
VISIGRAPP (3): VISAPP
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
2024 — conf
Oral Dysplasia Classification by Using Fractal Representation Images and Convolutional Neural Networks.
VISIGRAPP (3): VISAPP
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
2023 B conf
CNN Ensembles for Nuclei Segmentation on Histological Images of OED.
CBMS
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
2023 C conf
Detection of Covid-19 in Chest X-Ray Images Using Percolation Features and Hermite Polynomial Classification.
CIARP
Guilherme Freire Roberto, Danilo Cesar Pereira, Alessandro Santana Martins, Thaína A. A. Tosta, Carlos Soares, Alessandra Lumini, Guilherme Botazzo Rozendo, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2023 B conf
Handcrafted features vs deep-learned features: Hermite Polynomial Classification of Liver Images.
CBMS
Danilo Cesar Pereira, Leonardo C. Longo, Thaína A. A. Tosta, Alessandro Santana Martins, Adriano Barbosa-Silva, Guilherme Botazzo Rozendo, Guilherme Freire Roberto, Alessandra Lumini, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2022 — conf
Assessment of the association of deep features with a polynomial algorithm for automated oral epithelial dysplasia grading.
SIBGRAPI
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
2022 — conf
Classification of lymphomas images with polynomial strategy: An application with Ridge regularization.
SIBGRAPI
Danilo Cesar Pereira, Leonardo C. Longo, Thaína A. A. Tosta, Alessandro Santana Martins, Adriano Barbosa-Silva, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2021 J jnl
A Hermite polynomial algorithm for detection of lesions in lymphoma images.
Pattern Anal. Appl.
Alessandro Santana Martins, Leandro Alves Neves, Paulo Rogério de Faria, Thaína A. A. Tosta, Leonardo C. Longo, Adriano Barbosa-Silva, Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento
2021 J jnl
Analysis of cancer in histological images: employing an approach based on genetic algorithm.
Pattern Anal. Appl.
Daniela F. Taino, Matheus Gonçalves Ribeiro, Guilherme Freire Roberto, Geraldo F. D. Zafalon, Marcelo Zanchetta do Nascimento, Thaína A. A. Tosta, Alessandro Santana Martins, Leandro Alves Neves
2020 — conf
Automated Nuclei Segmentation on Dysplastic Oral Tissues Using CNN.
IWSSIP
Dalí F. D. dos Santos, Thaína A. A. Tosta, Adriano Barbosa-Silva, Paulo Rogério de Faria, Bruno A. N. Travençolo, Marcelo Zanchetta do Nascimento
2020 — conf
Segmentation of Oral Epithelial Dysplasias Employing Mask R-CNN and Color Normalization.
BIBM
Adriano Barbosa-Silva, Dalí F. D. dos Santos, Thaína A. A. Tosta, Alessandro Santana Martins, Leandro Alves Neves, Bruno A. N. Travençolo, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento
2019 C conf
A Model Based on Genetic Algorithm for Colorectal Cancer Diagnosis.
CIARP
Daniela F. Taino, Matheus Gonçalves Ribeiro, Guilherme Freire Roberto, Geraldo F. D. Zafalon, Marcelo Zanchetta do Nascimento, Thaína A. A. Tosta, Alessandro Santana Martins, Leandro Alves Neves
2019 C conf
Automated Nuclei Segmentation in Dysplastic Histopathological Oral Tissues Using Deep Neural Networks.
CIARP
Adriano Barbosa-Silva, Alessandro Santana Martins, Leandro Alves Neves, Paulo Rogério de Faria, Thaína A. A. Tosta, Marcelo Zanchetta do Nascimento
2019 J jnl
Classification of breast and colorectal tumors based on percolation of color normalized images.
Comput. Graph.
Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento, Alessandro Santana Martins, Thaína A. A. Tosta, Paulo Rogério de Faria, Leandro Alves Neves
2019 C conf
Colour Feature Extraction and Polynomial Algorithm for Classification of Lymphoma Images.
CIARP
Alessandro Santana Martins, Leandro Alves Neves, Paulo Rogério de Faria, Thaína A. A. Tosta, Daniel O. Tambasco Bruno, Leonardo C. Longo, Marcelo Zanchetta do Nascimento
2015 B conf
Multiscale Tetrahedral Meshes for FEM Simulations of Esophageal Injury.
CBMS
Leandro Alves Neves, Eduardo Pavarino, M. P. Souza, Carlos Roberto Valêncio, Geraldo F. D. Zafalon, Marcelo Zanchetta do Nascimento, Thaína A. A. Tosta