LBP operators on curvelet coefficients as an algorithm to describe texture in breast cancer tissues
Tambasco Bruno, Daniel O., do Nascimento, Marcelo Z., Ramos, Rodrigo P., Batista, Valério R., Neves, Leandro A., Martins, Alessandro S.
Published in Expert systems with applications (15.08.2016)
Published in Expert systems with applications (15.08.2016)
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Journal Article
Hybrid models for classifying histological images: An association of deep features by transfer learning with ensemble classifier
de Oliveira, Cléber I., do Nascimento, Marcelo Z., Roberto, Guilherme F., Tosta, Thaína A. A., Martins, Alessandro S., Neves, Leandro A.
Published in Multimedia tools and applications (01.03.2024)
Published in Multimedia tools and applications (01.03.2024)
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Journal Article
Features based on the percolation theory for quantification of non-Hodgkin lymphomas
Roberto, Guilherme F., Neves, Leandro A., Nascimento, Marcelo Z., Tosta, Thaína A.A., Longo, Leonardo C., Martins, Alessandro S., Faria, Paulo R.
Published in Computers in biology and medicine (01.12.2017)
Published in Computers in biology and medicine (01.12.2017)
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Journal Article
A Hermite polynomial algorithm for detection of lesions in lymphoma images
Martins, Alessandro S., Neves, Leandro A., de Faria, Paulo R., Tosta, Thaína A. A., Longo, Leonardo C., Silva, Adriano B., Roberto, Guilherme Freire, do Nascimento, Marcelo Z.
Published in Pattern analysis and applications : PAA (01.05.2021)
Published in Pattern analysis and applications : PAA (01.05.2021)
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Journal Article
Analysis of cancer in histological images: employing an approach based on genetic algorithm
Taino, Daniela F., Ribeiro, Matheus G., Roberto, Guilherme F., Zafalon, Geraldo F. D., do Nascimento, Marcelo Z., Tosta, Thaína A. A., Martins, Alessandro S., Neves, Leandro A.
Published in Pattern analysis and applications : PAA (01.05.2021)
Published in Pattern analysis and applications : PAA (01.05.2021)
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Journal Article
Handcrafted features vs deep-learned features: Hermite Polynomial Classification of Liver Images
Pereira, Danilo C., Longo, Leonardo C., Tosta, Thaina A. A., Martins, Alessandro S., Silva, Adriano B., Rozendo, Guilherme B., Roberto, Guilherme F., Lumini, Alessandra, Neves, Leandro A., do Nascimento, Marcelo Z.
Published in 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS) (01.06.2023)
Published in 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS) (01.06.2023)
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Conference Proceeding
Classification of lymphomas images with polynomial strategy: An application with Ridge regularization
Pereira, Danilo C., Longo, Leonardo C., Tosta, Thaina A. A., Martins, Alessandro S., Silva, Adriano B., Faria, Paulo R. de, Neves, Leandro A., Do Nascimento, Marcelo Z.
Published in 2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (24.10.2022)
Published in 2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (24.10.2022)
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Conference Proceeding
Assessment of the association of deep features with a polynomial algorithm for automated oral epithelial dysplasia grading
Silva, Adriano B., De Oliveira, Cleber I., Pereira, Danilo C., Tosta, Thaina A. A., Martins, Alessandro S., Loyola, Adriano M., Cardoso, Sergio V., De Faria, Paulo R., Neves, Leandro A., Do Nascimento, Marcelo Z.
Published in 2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (24.10.2022)
Published in 2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (24.10.2022)
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Conference Proceeding
CNN Ensembles for Nuclei Segmentation on Histological Images of OED
Silva, Adriano B., Rozendo, Guilherme B., Tosta, Thaina A. A., Martins, Alessandro S., Loyola, Adriano M., Cardoso, Sergio V., Lumini, Alessandra, Neves, Leandro A., de Faria, Paulo R., Nascimento, Marcelo Z. do
Published in 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS) (01.06.2023)
Published in 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS) (01.06.2023)
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Conference Proceeding
Analysis of the Influence of Color Normalization in the Classification of Non-Hodgkin Lymphoma Images
Ribeiro, Matheus G., Neves, Leandro A., Roberto, Guilherme F., A. A. Tosta, Thaina, S. Martins, Alessandro, Z. do Nascimento, Marcelo
Published in 2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (01.10.2018)
Published in 2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (01.10.2018)
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Conference Proceeding
Multidimensional and multiscale Higuchi dimension for the analysis of colorectal histological images
Tenguam, Jaqueline Junko, Rozendo, Guilherme Botazzo, Roberto, Guilherme Freire, Nascimento, Marcelo Zanchetta do, Martins, Alessandro S., Neves, Leandro Alves
Published in 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (16.12.2020)
Published in 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (16.12.2020)
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Conference Proceeding
Ensembles of fractal descriptors with multiple deep learned features for classification of histological images
Da Costa Longo, Leonardo Henrique, Martins, Alessandro S., Do Nascimento, Marcelo Zanchetta, Dos Santos, Luiz Fernando Segato, Roberto, Guilherme Freire, 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
Analysis of Features for Breast Cancer Recognition in Different Magnifications of Histopathological Images
Carvalho, Rafael H. de O., Martins, Alessandro S., Neves, Leandro A., do Nascimento, Marcelo Z.
Published in 2020 International Conference on Systems, Signals and Image Processing (IWSSIP) (01.07.2020)
Published in 2020 International Conference on Systems, Signals and Image Processing (IWSSIP) (01.07.2020)
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Conference Proceeding
Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images
Roberto, Guilherme F., Pereira, Danilo C., Martins, Alessandro S., Tosta, Thaína A.A., Soares, Carlos, Lumini, Alessandra, Rozendo, Guilherme B., Neves, Leandro A., Nascimento, Marcelo Z.
Published in Pattern recognition letters (01.08.2024)
Published in Pattern recognition letters (01.08.2024)
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Journal Article
Segmentation of Oral Epithelial Dysplasias Employing Mask R-CNN and Color Normalization
Silva, Adriano B., Santos, Dali F. D. dos, Tosta, Thaina A. A., Martins, Alessandro S., Neves, Leandro A., Travenclo, Bruno A. N., Faria, Paulo R. de, Nascimento, Marcelo Z. do
Published in 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (16.12.2020)
Published in 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (16.12.2020)
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Conference Proceeding
Automated Nuclei Segmentation in Dysplastic Histopathological Oral Tissues Using Deep Neural Networks
Silva, Adriano Barbosa, Martins, Alessandro S., Neves, Leandro A., Faria, Paulo R., Tosta, Thaína A. A., do Nascimento, Marcelo Zanchetta
Published in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Published in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
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Book Chapter
Colour Feature Extraction and Polynomial Algorithm for Classification of Lymphoma Images
Martins, Alessandro S., Neves, Leandro A., Faria, Paulo R., Tosta, Thaína A. A., Bruno, Daniel O. T., Longo, Leonardo C., do Nascimento, Marcelo Zanchetta
Published in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Published in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
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Book Chapter
A Model Based on Genetic Algorithm for Colorectal Cancer Diagnosis
Taino, Daniela F., Ribeiro, Matheus G., Roberto, Guilherme Freire, Zafalon, Geraldo F. D., do Nascimento, Marcelo Zanchetta, Tosta, Thaína A., Martins, Alessandro S., Neves, Leandro A.
Published in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Published in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
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Book Chapter