| Multidimensional and fuzzy sample entropy (SampEnMF) for quantifying H&E histological images of colorectal cancer LFS Dos Santos, LA Neves, GB Rozendo, MG Ribeiro, MZ do Nascimento, ... Computers in biology and medicine 103, 148-160, 2018 | 35 | 2018 |
| Selection of cnn, haralick and fractal features based on evolutionary algorithms for classification of histological images D Candelero, GF Roberto, MZ Do Nascimento, GB Rozendo, LA Neves 2020 IEEE International conference on bioinformatics and biomedicine (BIBM …, 2020 | 16 | 2020 |
| 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 |
| Multidimensional and multiscale Higuchi dimension for the analysis of colorectal histological images JJ Tenguam, GB Rozendo, GF Roberto, MZ do Nascimento, AS Martins, ... 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020 | 3 | 2020 |
| 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 | 2 | 2023 |
| Weeds Classification with Deep Learning: An Investigation Using CNN, Vision Transformers, Pyramid Vision Transformers, and Ensemble Strategy GB Rozendo, GF Roberto, MZ do Nascimento, L Alves Neves, A Lumini Iberoamerican Congress on Pattern Recognition, 229-243, 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 |
| 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 |
| 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 |
| An Investigation of Deep-Learned Features for Classifying Radiographic Images of COVID-19. PL Miguel, AM Cansian, GB Rozendo, GC Medalha, MZ do Nascimento, ... ICEIS (1), 675-682, 2023 | | 2023 |
| Percolation Features: An approach for evaluating fractal properties in colour images GF Roberto, LA Neves, LH da Costa Longo, GB Rozendo, TAA Tosta, ... Software Impacts 14, 100387, 2022 | | 2022 |
| 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 |
| Multidimensional shannon entropy (HM) as an approach to classify H&E colorectal images LFS Dos Santos, GB Rozendo, MZ Do Nascimento, TAA Tosta, ... 2022 29th International Conference on Systems, Signals and Image Processing …, 2022 | | 2022 |
| Assinaturas de entropia amostral para classificação de imagens H&E de linfomas não-Hodgkin: uma análise envolvendo técnicas de segmentação e normalização de cores GB Rozendo Universidade Estadual Paulista (Unesp), 2020 | | 2020 |
| X-GAN: Generative Adversarial Networks Training Guided with Explainable Artificial Intelligence GB Rozendo, A Lumini, GF Roberto, TAA Tosta, MZ do Nascimento, ... | | |
| Improving Explainability of the Attention Branch Network with CAM Fostering Techniques in the Context of Histological Images PL Miguel, A Lumini, GC Medalha, GF Roberto, GB Rozendo, ... | | |
Leandro Alves NevesDepartment of Computer Science and Statistics (DCCE), São Paulo State University (UNESP)在 unesp.br 的电子邮件经过验证
