Classification of colorectal cancer based on the association of multidimensional and multiresolution features
Ribeiro, Matheus Gonçalves, Neves, Leandro Alves, do Nascimento, Marcelo Zanchetta, Roberto, Guilherme Freire, Martins, Alessandro Santana, Azevedo Tosta, Thaína Aparecida
Published in Expert systems with applications (15.04.2019)
Published in Expert systems with applications (15.04.2019)
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Journal Article
Multidimensional and fuzzy sample entropy (SampEnMF) for quantifying H&E histological images of colorectal cancer
Segato dos Santos, Luiz Fernando, Neves, Leandro Alves, Rozendo, Guilherme Botazzo, Ribeiro, Matheus Gonçalves, Zanchetta do Nascimento, Marcelo, Azevedo Tosta, Thaína Aparecida
Published in Computers in biology and medicine (01.12.2018)
Published in Computers in biology and medicine (01.12.2018)
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Journal Article
Lymphoma images analysis using morphological and non-morphological descriptors for classification
do Nascimento, Marcelo Zanchetta, Martins, Alessandro Santana, Azevedo Tosta, Thaína Aparecida, Neves, Leandro Alves
Published in Computer methods and programs in biomedicine (01.09.2018)
Published in Computer methods and programs in biomedicine (01.09.2018)
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Journal Article
Color lightness of velvet ants (Hymenoptera: Mutillidae) follows an environmental gradient
Lopez, Vinicius Marques, Azevedo Tosta, Thaína Aparecida, da Silva, Guilherme Gonzaga, Bartholomay, Pedro Reck, Williams, Kevin Andrew, Guillermo-Ferreira, Rhainer
Published in Journal of thermal biology (01.08.2021)
Published in Journal of thermal biology (01.08.2021)
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Journal Article
Data Augmentation in Histopathological Classification: An Analysis Exploring GANs with XAI and Vision Transformers
Rozendo, Guilherme Botazzo, Garcia, Bianca Lançoni de Oliveira, Borgue, Vinicius Augusto Toreli, Lumini, Alessandra, Tosta, Thaína Aparecida Azevedo, Nascimento, Marcelo Zanchetta do, Neves, Leandro Alves
Published in Applied sciences (01.09.2024)
Published in Applied sciences (01.09.2024)
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Journal Article
Classification of non-Hodgkin lymphomas based on sample entropy signatures
Rozendo, Guilherme Botazzo, do Nascimento, Marcelo Zanchetta, Roberto, Guilherme Freire, de Faria, Paulo Rogério, Silva, Adriano Barbosa, Tosta, Thaína Aparecida Azevedo, Neves, Leandro Alves
Published in Expert systems with applications (15.09.2022)
Published in Expert systems with applications (15.09.2022)
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Journal Article
Computational analysis of histological images from hematoxylin and eosin-stained oral epithelial dysplasia tissue sections
Silva, Adriano Barbosa, Martins, Alessandro Santana, Tosta, Thaína Aparecida Azevedo, Neves, Leandro Alves, Servato, João Paulo Silva, de Araújo, Marcelo Sivieri, de Faria, Paulo Rogério, do Nascimento, Marcelo Zanchetta
Published in Expert systems with applications (01.05.2022)
Published in Expert systems with applications (01.05.2022)
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Journal Article
OralEpitheliumDB: A Dataset for Oral Epithelial Dysplasia Image Segmentation and Classification
Silva, Adriano Barbosa, Martins, Alessandro Santana, Tosta, Thaína Aparecida Azevedo, Loyola, Adriano Mota, Cardoso, Sérgio Vitorino, Neves, Leandro Alves, de Faria, Paulo Rogério, do Nascimento, Marcelo Zanchetta
Published in Journal of digital imaging (01.08.2024)
Published in Journal of digital imaging (01.08.2024)
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Journal Article
Percolation Features: An approach for evaluating fractal properties in colour images
Roberto, Guilherme Freire, Neves, Leandro Alves, da Costa Longo, Leonardo Henrique, Rozendo, Guilherme Botazzo, Tosta, Thaína Aparecida Azevedo, de Faria, Paulo Rogério, Martins, Alessandro Santana, do Nascimento, Marcelo Zanchetta
Published in Software impacts (01.12.2022)
Published in Software impacts (01.12.2022)
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Journal Article
Sample Entropy Signatures: A new way to interpret SampEn values
Rozendo, Guilherme Botazzo, do Nascimento, Marcelo Zanchetta, Roberto, Guilherme Freire, de Faria, Paulo Rogério, Silva, Adriano Barbosa, Tosta, Thaína Aparecida Azevedo, Neves, Leandro Alves
Published in Software impacts (01.08.2022)
Published in Software impacts (01.08.2022)
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Journal Article
Exploring DeepDream and XAI Representations for Classifying Histological Images
Martinez, João Manoel Cardoso, Neves, Leandro Alves, Longo, Leonardo Henrique da Costa, Rozendo, Guilherme Botazzo, Roberto, Guilherme Freire, Tosta, Thaína Aparecida Azevedo, de Faria, Paulo Rogério, Loyola, Adriano Mota, Cardoso, Sérgio Vitorino, Silva, Adriano Barbosa, do Nascimento, Marcelo Zanchetta
Published in SN computer science (01.04.2024)
Published in SN computer science (01.04.2024)
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Journal Article
Multidimensional shannon entropy (HM) as an approach to classify H&E colorectal images
Santos, Luiz Fernando Segato Dos, Rozendo, Guilherme Botazzo, Nascimento, Marcelo Zanchetta Do, Tosta, Thaina Aparecida Azevedo, Longo, Leonardo Henrique Da Costa, Neves, Leandro Alves
Published in 2022 29th International Conference on Systems, Signals and Image Processing (IWSSIP) (01.06.2022)
Published in 2022 29th International Conference on Systems, Signals and Image Processing (IWSSIP) (01.06.2022)
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Conference Proceeding
Application of Evolutionary Algorithms on Unsupervised Segmentation of Lymphoma Histological Images
Tosta, Thaina Aparecida Azevedo, Zanchetta Do Nascimento, Marcelo, De Faria, Paulo Rogerio, Neves, Leandro Alves
Published in 2017 IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS) (01.06.2017)
Published in 2017 IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS) (01.06.2017)
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Conference Proceeding
Unsupervised Segmentation of Leukocytes Images Using Thresholding Neighborhood Valley-Emphasis
Tosta, Thaina Aparecida Azevedo, Finzi de Abreu, Andressa, Travencolo, Bruno Augusto Nassif, Zanchetta do Nascimento, Marcelo, Neves, Leandro Alves
Published in 2015 IEEE 28th International Symposium on Computer-Based Medical Systems (01.06.2015)
Published in 2015 IEEE 28th International Symposium on Computer-Based Medical Systems (01.06.2015)
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Conference Proceeding
Journal Article