| Computational analysis of histological images from hematoxylin and eosin-stained oral epithelial dysplasia tissue sections AB Silva, AS Martins, TAA Tosta, LA Neves, JPS Servato, MS de Araújo, ... Expert Systems with Applications 193, 116456, 2022 | 20 | 2022 |
| A hermite polynomial algorithm for detection of lesions in lymphoma images AS Martins, LA Neves, PR de Faria, TAA Tosta, LC Longo, AB Silva, ... Pattern Analysis and Applications 24, 523-535, 2021 | 12 | 2021 |
| Automated nuclei segmentation on dysplastic oral tissues using cnn DFD dos Santos, TAA Tosta, AB Silva, PR de Faria, BAN Travençolo, ... 2020 International Conference on Systems, Signals and Image Processing …, 2020 | 11 | 2020 |
| Automated nuclei segmentation in dysplastic histopathological oral tissues using deep neural networks AB Silva, AS Martins, LA Neves, PR Faria, TAA Tosta, MZ do Nascimento Iberoamerican Congress on Pattern Recognition, 365-374, 2019 | 7 | 2019 |
| Assessment of the association of deep features with a polynomial algorithm for automated oral epithelial dysplasia grading AB Silva, CI De Oliveira, DC Pereira, TAA Tosta, AS Martins, AM Loyola, ... 2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) 1 …, 2022 | 5 | 2022 |
| Classification of non-Hodgkin lymphomas based on sample entropy signatures GB Rozendo, MZ do Nascimento, GF Roberto, PR de Faria, AB Silva, ... Expert Systems with Applications 202, 117238, 2022 | 4 | 2022 |
| Classification of H&E images exploring ensemble learning with two-stage feature selection JJ Tenguam, LHDC Longo, AB Silva, PR De Faria, MZ Do Nascimento, ... 2022 29th International Conference on Systems, Signals and Image Processing …, 2022 | 3 | 2022 |
| Segmentation of oral epithelial dysplasias employing mask r-cnn and color normalization AB Silva, DFD Dos Santos, TAA Tosta, AS Martins, LA Neves, ... 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020 | 3 | 2020 |
| Educação Holística e Democracia: O encontro com a integralidade do ser A Silva, S Santos, A Freitas Acedido a, 2007 | 3 | 2007 |
| Classification of lymphomas images with polynomial strategy: An application with Ridge regularization DC Pereira, LC Longo, TAA Tosta, AS Martins, AB Silva, PR de Faria, ... 2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) 1 …, 2022 | 2 | 2022 |
| Impacts of color space transformations on dysplastic nuclei segmentation using CNN D dos Santos, A Silva, P de Faria, B Travençolo, M do Nascimento Anais do XVI Workshop de Visão Computacional, 6-11, 2020 | 2 | 2020 |
| Classification of Multiple H&E Images via an Ensemble Computational Scheme LHC Longo, GF Roberto, TAA Tosta, PR de Faria, AM Loyola, ... Entropy 26 (1), 34, 2023 | 1 | 2023 |
| Handcrafted features vs deep-learned features: Hermite Polynomial Classification of Liver Images DC Pereira, LC Longo, TAA Tosta, AS Martins, AB Silva, GB Rozendo, ... 2023 IEEE 36th International Symposium on Computer-Based Medical Systems …, 2023 | 1 | 2023 |
| Classification of H&E images via CNN models with XAI approaches, deepdream representations and multiple classifiers LA Neves, JMC Martinez, LHC Longo, GF Roberto, TAA Tosta, PR Faria, ... Proceedings, 2023 | 1 | 2023 |
| Exploring DeepDream and XAI Representations for Classifying Histological Images JMC Martinez, LA Neves, LHC Longo, GB Rozendo, GF Roberto, ... SN Computer Science 5 (4), 362, 2024 | | 2024 |
| OralEpitheliumDB: A Dataset for Oral Epithelial Dysplasia Image Segmentation and Classification AB Silva, AS Martins, TAA Tosta, AM Loyola, SV Cardoso, LA Neves, ... Journal of Imaging Informatics in Medicine, 1-20, 2024 | | 2024 |
| Ensemble Learning-Based Solutions: An Approach for Evaluating Multiple Features in the Context of H&E Histological Images JJ Tenguam, LHC Longo, GF Roberto, TAA Tosta, PR de Faria, ... Applied Sciences 14 (3), 1084, 2024 | | 2024 |
| LINFOMA DE HODGKIN PREDOMINÂNCIA LINFOCÍTICA NODULAR DE PADRÃO DIFUSO TRANSFORMADO PARA LINFOMA DIFUSO DE GRANDES CÉLULAS B EM CÉLULAS T: UM RELATO DE CASO PC Gontijo, A Silva, A Freitas, CAV Silva, FL Felicissimo, J Bellintani Hematology, Transfusion and Cell Therapy 45, S383, 2023 | | 2023 |
| CNN Ensembles for Nuclei Segmentation on Histological Images of OED AB Silva, GB Rozendo, TAA Tosta, AS Martins, AM Loyola, SV Cardoso, ... 2023 IEEE 36th International Symposium on Computer-Based Medical Systems …, 2023 | | 2023 |
| Sample Entropy Signatures: A new way to interpret SampEn values GB Rozendo, MZ do Nascimento, GF Roberto, PR de Faria, AB Silva, ... Software Impacts 13, 100329, 2022 | | 2022 |
