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ORCIDAlessandro Santana Martins
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2020 – today
- 2024
[j18]Cléber I. De Oliveira
, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Thaína A. A. Tosta, Alessandro Santana Martins, Leandro Alves Neves:
Hybrid models for classifying histological images: An association of deep features by transfer learning with ensemble classifier. Multim. Tools Appl. 83(8): 21929-21952 (2024)- [j17]Guilherme Freire Roberto, Leandro Alves Neves, Alessandra Lumini, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento:
An ensemble of learned features and reshaping of fractal geometry-based descriptors for classification of histological images. Pattern Anal. Appl. 27(1): 8 (2024) - [j16]Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Alessandro Santana Martins, Chetna Kaushal, Marcelo Zanchetta do Nascimento:
Evaluation of sparsity metrics and evolutionary algorithms applied for normalization of H&E histological images. Pattern Anal. Appl. 27(1): 11 (2024) - [c14]Rafael H. de O. Carvalho, Adriano Barbosa-Silva, Alessandro Santana Martins, Sérgio V. Cardoso, Guilherme Freire Roberto, Paulo Rogério de Faria, Adriano M. Loyola, Thaína A. A. Tosta, Leandro Alves Neves, Marcelo Zanchetta do Nascimento:
Oral Dysplasia Classification by Using Fractal Representation Images and Convolutional Neural Networks. VISIGRAPP (3): VISAPP 2024: 524-531 - 2023
- [j15]Thaína Aparecida Azevedo Tosta, André Dias Freitas, Paulo Rogério de Faria, Leandro Alves Neves, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento:
A stain color normalization with robust dictionary learning for breast cancer histological images processing. Biomed. Signal Process. Control. 85: 104978 (2023) - [j14]João Pedro Miranda Miguel, Leandro Alves Neves, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento, Thaína Aparecida Azevedo Tosta:
Analysis of neural networks trained with evolutionary algorithms for the classification of breast cancer histological images. Expert Syst. Appl. 231: 120609 (2023) - [c13]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: 495-500 - [c12]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: 601-604 - [c11]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: 163-177 - 2022
- [j13]Adriano Barbosa-Silva, Alessandro Santana Martins, Thaína Aparecida Azevedo Tosta, Leandro Alves Neves, João Paulo Silva Servato, Marcelo Sivieri de Araújo, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento:
Computational analysis of histological images from hematoxylin and eosin-stained oral epithelial dysplasia tissue sections. Expert Syst. Appl. 193: 116456 (2022) - [j12]Guilherme Freire Roberto, Leandro Alves Neves, Leonardo Henrique Da Costa Longo, Guilherme Botazzo Rozendo, Thaína 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: 100387 (2022) - [c10]Leonardo Henrique Da Costa Longo, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento, Luiz Fernando Segato dos Santos, Guilherme Freire Roberto, Leandro Alves Neves:
Ensembles of fractal descriptors with multiple deep learned features for classification of histological images. IWSSIP 2022: 1-4 - [c9]Danilo Cesar Pereira, Leonardo C. Longo, Thaína A. A. Tosta, Alessandro Santana Martins, Adriano Barbosa-Silva, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento:
Classification of lymphomas images with polynomial strategy: An application with Ridge regularization. SIBGRAPI 2022: 258-263 - [c8]Adriano Barbosa-Silva, Cléber I. De Oliveira, Danilo Cesar Pereira, Thaína A. A. Tosta, Alessandro Santana Martins, Adriano M. Loyola, Sérgio V. Cardoso, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento:
Assessment of the association of deep features with a polynomial algorithm for automated oral epithelial dysplasia grading. SIBGRAPI 2022: 264-269 - 2021
- [j11]Daniela F. Taino, Matheus Gonçalves Ribeiro, Guilherme Freire Roberto, Geraldo F. D. Zafalon, Marcelo Zanchetta do Nascimento, Thaína A. A. Tosta, Alessandro Santana Martins, Leandro Alves Neves:
Analysis of cancer in histological images: employing an approach based on genetic algorithm. Pattern Anal. Appl. 24(2): 483-496 (2021) - [j10]Alessandro Santana Martins, Leandro Alves Neves, Paulo Rogério de Faria, Thaína A. A. Tosta, Leonardo C. Longo, Adriano Barbosa-Silva, Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento:
A Hermite polynomial algorithm for detection of lesions in lymphoma images. Pattern Anal. Appl. 24(2): 523-535 (2021) - 2020
- [c7]Adriano Barbosa-Silva, Dalí F. D. dos Santos, Thaína A. A. Tosta, Alessandro Santana Martins, Leandro Alves Neves, Bruno A. N. Travençolo, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento:
Segmentation of Oral Epithelial Dysplasias Employing Mask R-CNN and Color Normalization. BIBM 2020: 2818-2824 - [c6]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: 2833-2839 - [c5]Rafael H. de O. Carvalho, Alessandro Santana Martins, Leandro Alves Neves, Marcelo Zanchetta do Nascimento:
Analysis of Features for Breast Cancer Recognition in Different Magnifications of Histopathological Images. IWSSIP 2020: 39-44
2010 – 2019
- 2019
- [j9]Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento, Alessandro Santana Martins, Thaína A. A. Tosta, Paulo Rogério de Faria, Leandro Alves Neves:
Classification of breast and colorectal tumors based on percolation of color normalized images. Comput. Graph. 84: 134-143 (2019) - [j8]Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, João Paulo Silva Servato, Leandro Alves Neves, Guilherme Freire Roberto, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento:
Unsupervised method for normalization of hematoxylin-eosin stain in histological images. Comput. Medical Imaging Graph. 77 (2019) - [j7]Matheus Gonçalves Ribeiro, Leandro Alves Neves, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Alessandro Santana Martins, Thaína Aparecida Azevedo Tosta:
Classification of colorectal cancer based on the association of multidimensional and multiresolution features. Expert Syst. Appl. 120: 262-278 (2019) - [c4]Alessandro Santana Martins, Leandro Alves Neves, Paulo Rogério de Faria, Thaína A. A. Tosta, Daniel O. Tambasco Bruno, Leonardo C. Longo, Marcelo Zanchetta do Nascimento:
Colour Feature Extraction and Polynomial Algorithm for Classification of Lymphoma Images. CIARP 2019: 262-271 - [c3]Adriano Barbosa-Silva, Alessandro Santana Martins, Leandro Alves Neves, Paulo Rogério de Faria, Thaína A. A. Tosta, Marcelo Zanchetta do Nascimento:
Automated Nuclei Segmentation in Dysplastic Histopathological Oral Tissues Using Deep Neural Networks. CIARP 2019: 365-374 - [c2]Daniela F. Taino, Matheus Gonçalves Ribeiro, Guilherme Freire Roberto, Geraldo F. D. Zafalon, Marcelo Zanchetta do Nascimento, Thaína A. A. Tosta, Alessandro Santana Martins, Leandro Alves Neves:
A Model Based on Genetic Algorithm for Colorectal Cancer Diagnosis. CIARP 2019: 504-513 - 2018
- [j6]Marcelo Zanchetta do Nascimento, Alessandro Santana Martins, Thaína Aparecida Azevedo Tosta, Leandro Alves Neves:
Lymphoma images analysis using morphological and non-morphological descriptors for classification. Comput. Methods Programs Biomed. 163: 65-77 (2018) - [c1]Matheus Gonçalves Ribeiro, Leandro Alves Neves, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento:
Analysis of the Influence of Color Normalization in the Classification of Non-Hodgkin Lymphoma Images. SIBGRAPI 2018: 369-376 - 2017
- [j5]Guilherme Freire Roberto, Leandro Alves Neves, Marcelo Zanchetta do Nascimento, Thaína Aparecida Azevedo Tosta, Leonardo C. Longo, Alessandro Santana Martins, Paulo Rogério de Faria:
Features based on the percolation theory for quantification of non-Hodgkin lymphomas. Comput. Biol. Medicine 91: 135-147 (2017) - [j4]Rodrigo G. Martins, Alessandro Santana Martins, Leandro Alves Neves, Luciano Vieira Lima, Edna Lúcia Flôres, Marcelo Zanchetta do Nascimento:
Exploring polynomial classifier to predict match results in football championships. Expert Syst. Appl. 83: 79-93 (2017) - 2016
- [j3]Daniel O. Tambasco Bruno, Marcelo Zanchetta do Nascimento, Rodrigo Pereira Ramos, Valério Ramos Batista, Leandro Alves Neves, Alessandro Santana Martins:
LBP operators on curvelet coefficients as an algorithm to describe texture in breast cancer tissues. Expert Syst. Appl. 55: 329-340 (2016) - 2014
- [j2]Leandro Alves Neves, Marcelo Zanchetta do Nascimento, Domingos Lucas Latorre de Oliveira, Alessandro Santana Martins, Moacir Fernandes de Godoy, Pedro Francisco Ferraz de Arruda, Dalisio de Santi Neto, José Marcio Machado:
Multi-scale lacunarity as an alternative to quantify and diagnose the behavior of prostate cancer. Expert Syst. Appl. 41(11): 5017-5029 (2014) - 2013
- [j1]Marcelo Zanchetta do Nascimento, Alessandro Santana Martins, Leandro Alves Neves, Rodrigo Pereira Ramos, Edna Lúcia Flôres, Gilberto Arantes Carrijo:
Classification of masses in mammographic image using wavelet domain features and polynomial classifier. Expert Syst. Appl. 40(15): 6213-6221 (2013)
Coauthor Index
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