Thaína Aparecida Azevedo Tosta
Universidade Federal de São Paulo
H-index: 13
Latin America-Brazil
Top articles of Thaína Aparecida Azevedo Tosta
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Ensemble Learning-Based Solutions: An Approach for Evaluating Multiple Features in the Context of H&E Histological Images | Applied Sciences | Jaqueline J Tenguam Leonardo H da Costa Longo Guilherme F Roberto Thaína AA Tosta Paulo R de Faria | 2024/1/26 |
Exploring DeepDream and XAI Representations for Classifying Histological Images | SN Computer Science | João Manoel Cardoso Martinez Leandro Alves Neves Leonardo Henrique da Costa Longo Guilherme Botazzo Rozendo Guilherme Freire Roberto | 2024/3/29 |
Evaluation of sparsity metrics and evolutionary algorithms applied for normalization of H&E histological images | Pattern Analysis and Applications | Thaína A Azevedo Tosta Paulo Rogério de Faria Leandro Alves Neves Alessandro Santana Martins Chetna Kaushal | 2024/3 |
Hybrid models for classifying histological images: An association of deep features by transfer learning with ensemble classifier | Multimedia Tools and Applications | Cléber I de Oliveira Marcelo Z do Nascimento Guilherme F Roberto Thaína AA Tosta Alessandro S Martins | 2024/3 |
OralEpitheliumDB: A Dataset for Oral Epithelial Dysplasia Image Segmentation and Classification | Journal of Imaging Informatics in Medicine | Adriano Barbosa Silva Alessandro Santana Martins Thaína Aparecida Azevedo Tosta Adriano Mota Loyola Sérgio Vitorino Cardoso | 2024/2/26 |
Handcrafted features vs deep-learned features: Hermite Polynomial Classification of Liver Images | Danilo C Pereira Leonardo C Longo Thaína AA Tosta Alessandro S Martins Adriano B Silva | 2023/6/22 | |
Classification of H&E images via CNN models with XAI approaches, deepdream representations and multiple classifiers | Proceedings | Leandro Alves Neves João Manuel Cardoso Martinez Leonardo Henrique da Costa Longo Guilherme Freire Roberto Thaína Aparecida Azevedo Tosta | 2023 |
Classification of Multiple H&E Images via an Ensemble Computational Scheme | Entropy | Leonardo H da Costa Longo Guilherme F Roberto Thaína AA Tosta Paulo R de Faria Adriano M Loyola | 2023/12/28 |
Analysis of neural networks trained with evolutionary algorithms for the classification of breast cancer histological images | Expert Systems with Applications | João Pedro Miranda Miguel Leandro Alves Neves Alessandro Santana Martins Marcelo Zanchetta do Nascimento Thaína A Azevedo Tosta | 2023/11/30 |
A stain color normalization with robust dictionary learning for breast cancer histological images processing | Biomedical Signal Processing and Control | Thaína A Azevedo Tosta André Dias Freitas Paulo Rogério de Faria Leandro Alves Neves Alessandro Santana Martins | 2023/8/1 |
CNN Ensembles for Nuclei Segmentation on Histological Images of OED | Adriano B Silva Guilherme B Rozendo Thaína AA Tosta Alessandro S Martins Adriano M Loyola | 2023/6/22 | |
Sample Entropy Signatures: A new way to interpret SampEn values | Software Impacts | Guilherme Botazzo Rozendo Marcelo Zanchetta do Nascimento Guilherme Freire Roberto Paulo Rogério de Faria Adriano Barbosa Silva | 2022/8/1 |
Multidimensional shannon entropy (HM) as an approach to classify H&E colorectal images | Luiz Fernando Segato Dos Santos Guilherme Botazzo Rozendo Marcelo Zanchetta Do Nascimento Thaína Aparecida Azevedo Tosta Leonardo Henrique Da Costa Longo | 2022/6/1 | |
Percolation Features: An approach for evaluating fractal properties in colour images | Software Impacts | Guilherme Freire Roberto Leandro Alves Neves Leonardo Henrique da Costa Longo Guilherme Botazzo Rozendo Thaína Aparecida Azevedo Tosta | 2022/11/1 |
Computational analysis of histological images from hematoxylin and eosin-stained oral epithelial dysplasia tissue sections | Expert Systems with Applications | Adriano Barbosa Silva Alessandro Santana Martins Thaína Aparecida Azevedo Tosta Leandro Alves Neves João Paulo Silva Servato | 2022/5/1 |
Classification of lymphomas images with polynomial strategy: An application with Ridge regularization | Danilo C Pereira Leonardo C Longo Thaína AA Tosta Alessandro S Martins Adriano B Silva | 2022/10/24 | |
Assessment of the association of deep features with a polynomial algorithm for automated oral epithelial dysplasia grading | Adriano B Silva Cléber I De Oliveira Danilo C Pereira Thaína AA Tosta Alessandro S Martins | 2022/10/24 | |
Classification of non-Hodgkin lymphomas based on sample entropy signatures | Guilherme Botazzo Rozendo Marcelo Zanchetta do Nascimento Guilherme Freire Roberto Paulo Rogério de Faria Adriano Barbosa Silva | 2022/9/15 | |
A hermite polynomial algorithm for detection of lesions in lymphoma images | Pattern Analysis and Applications | Alessandro S Martins Leandro A Neves Paulo R de Faria Thaína AA Tosta Leonardo C Longo | 2021/5 |
Analysis of cancer in histological images: employing an approach based on genetic algorithm | Pattern Analysis and Applications | Daniela F Taino Matheus G Ribeiro Guilherme F Roberto Geraldo FD Zafalon Marcelo Z do Nascimento | 2020/11/9 |
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