Guilherme Botazzo Rozendo

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Colorectal Cancer

Multiple Classifiers

Scale Space Analysis

Histological Images

Top Venues

Publications

Guilherme Botazzo Rozendo, Alessandra Lumini, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
X-GAN: Generative Adversarial Networks Training Guided with Explainable Artificial Intelligence. ICEIS (1) (2024)
João Manoel Cardoso Martinez, Leandro Alves Neves, Leonardo Henrique Da Costa Longo, Guilherme Botazzo Rozendo, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Adriano M. Loyola, Sérgio V. Cardoso, Adriano Barbosa-Silva, Marcelo Zanchetta do Nascimento
Exploring DeepDream and XAI Representations for Classifying Histological Images. SN Comput. Sci. 5 (4) (2024)
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
Improving Explainability of the Attention Branch Network with CAM Fostering Techniques in the Context of Histological Images. ICEIS (1) (2024)
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
CNN Ensembles for Nuclei Segmentation on Histological Images of OED. CBMS (2023)
Guilherme Botazzo Rozendo, Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento, Leandro Alves Neves, Alessandra Lumini
Weeds Classification with Deep Learning: An Investigation Using CNN, Vision Transformers, Pyramid Vision Transformers, and Ensemble Strategy. CIARP (2023)
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
Detection of Covid-19 in Chest X-Ray Images Using Percolation Features and Hermite Polynomial Classification. CIARP (2023)
Leandro Alves Neves, João Manuel Cardoso Martinez, Leonardo Henrique Da Costa Longo, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Adriano M. Loyola, Sérgio V. Cardoso, Adriano Barbosa-Silva, Marcelo Zanchetta do Nascimento, Guilherme Botazzo Rozendo
Classification of H&E Images via CNN Models with XAI Approaches, DeepDream Representations and Multiple Classifiers. ICEIS (1) (2023)
Pedro Lucas Miguel, Adriano Mauro Cansian, Guilherme Botazzo Rozendo, Giuliano Cardozo Medalha, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
An Investigation of Deep-Learned Features for Classifying Radiographic Images of COVID-19. ICEIS (1) (2023)
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
Handcrafted features vs deep-learned features: Hermite Polynomial Classification of Liver Images. CBMS (2023)
Guilherme Botazzo Rozendo, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Paulo Rogério de Faria, Adriano Barbosa-Silva, Thaina Aparecida Azevedo Tosta, Leandro Alves Neves
Sample Entropy Signatures: A new way to interpret SampEn values. Softw. Impacts 13 (2022)
Guilherme Freire Roberto, Leandro Alves Neves, Leonardo Henrique Da Costa Longo, Guilherme Botazzo Rozendo, Thaina Aparecida Azevedo Tosta, Paulo Rogério de Faria, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
Percolation Features: An approach for evaluating fractal properties in colour images. Softw. Impacts 14 (2022)
Luiz Fernando Segato dos Santos, Guilherme Botazzo Rozendo, Marcelo Zanchetta do Nascimento, Thaina Aparecida Azevedo Tosta, Leonardo Henrique Da Costa Longo, Leandro Alves Neves
Multidimensional shannon entropy (HM) as an approach to classify H&E colorectal images. IWSSIP (2022)
Guilherme Botazzo Rozendo, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Paulo Rogério de Faria, Adriano Barbosa-Silva, Thaina Aparecida Azevedo Tosta, Leandro Alves Neves
Classification of non-Hodgkin lymphomas based on sample entropy signatures. Expert Syst. Appl. 202 (2022)
David Candelero, Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento, Guilherme Botazzo Rozendo, Leandro Alves Neves
Selection of CNN, Haralick and Fractal Features Based on Evolutionary Algorithms for Classification of Histological Images. BIBM (2020)
Jaqueline Junko Tenguam, Guilherme Botazzo Rozendo, Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento, Alessandro Santana Martins, Leandro Alves Neves
Multidimensional and multiscale Higuchi dimension for the analysis of colorectal histological images. BIBM (2020)
Luiz Fernando Segato dos Santos, Leandro Alves Neves, Guilherme Botazzo Rozendo, Matheus Gonçalves Ribeiro, Marcelo Zanchetta do Nascimento, Thaina Aparecida Azevedo Tosta
Multidimensional and fuzzy sample entropy (SampEnMF) for quantifying H&E histological images of colorectal cancer. Comput. Biol. Medicine 103 (2018)