Marcelo Zanchetta do Nascimento
Universidade Federal de Uberlândia
H-index: 18
Latin America-Brazil
Top articles of Marcelo Zanchetta do Nascimento
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
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 |
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 |
An ensemble of learned features and reshaping of fractal geometry-based descriptors for classification of histological images | Pattern Analysis and Applications | Guilherme Freire Roberto Leandro Alves Neves Alessandra Lumini Alessandro Santana Martins Marcelo Zanchetta do Nascimento | 2024/3 |
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 |
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 |
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 |
An Investigation of Deep-Learned Features for Classifying Radiographic Images of COVID-19. | Pedro Lucas Miguel Adriano Mauro Cansian Guilherme Botazzo Rozendo Giuliano Cardozo Medalha Marcelo Zanchetta do Nascimento | 2023/1/1 | |
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 |
Weeds Classification with Deep Learning: An Investigation Using CNN, Vision Transformers, Pyramid Vision Transformers, and Ensemble Strategy | Guilherme Botazzo Rozendo Guilherme Freire Roberto Marcelo Zanchetta do Nascimento Leandro Alves Neves Alessandra Lumini | 2023/11/27 | |
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 |
Influence of data augmentation strategies on the segmentation of Oral histological images using fully convolutional neural networks | Journal of Digital Imaging | Dalí FD Dos Santos Paulo R de Faria Bruno AN Travençolo Marcelo Z do Nascimento | 2023/8 |
Hematoxylin and eosin stained oral squamous cell carcinoma histological images dataset | arXiv preprint arXiv:2303.10172 | Dalí FD dos Santos Paulo R de Faria Adriano M Loyola Sérgio V Cardoso Bruno AN Travençolo | 2023/1/13 |
Investigating the Performance of Optimization Techniques on Deep Learning Models to Identify Dota2 Game Events. | Matheus Prado Prandini Faria Etienne Silva Julia Henrique Coelho Fernandes Marcelo Zanchetta do Nascimento Rita Maria da Silva Julia | 2023 | |
Percolation Images: Fractal Geometry Features for Brain Tumor Classification | Alessandra Lumini Guilherme Freire Roberto Leandro Alves Neves Alessandro Santana Martins Marcelo Zanchetta do Nascimento | 2023/10/12 | |
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 | |
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 |
Proposing an Automatic System for Generating Super Mario Bros Datasets | Matheus Prado Prandini Faria Etienne Silva Julia Rodrigo Zamboni Silva Marcelo Zanchetta do Nascimento Rita Maria Silva Julia | 2022/10/24 | |
Ensembles of fractal descriptors with multiple deep learned features for classification of histological images | Leonardo Henrique Da Costa Longo Alessandro S Martins Marcelo Zanchetta Do Nascimento Luiz Fernando Segato Dos Santos Guilherme Freire Roberto | 2022/6/1 |
Co-Authors
