Alessandro Santana Martins

41 papers B 4C 4Journal 21Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Evaluation of fractal descriptors, deep features and XAI representations with LASSO-regularized Hermite polynomial classifier for H&E histological image classification.
Biomed. Signal Process. Control.
Danilo Cesar Pereira, Adriano Barbosa-Silva, Leonardo Henrique Da Costa Longo, Adriano M. Loyola, Sérgio V. Cardoso, Paulo Rogério de Faria, Thaína A. A. Tosta, Leandro Alves Neves, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
2025 — conf
A U-Net-Based Approach for Histological Tissue Segmentation Using RCAug Data Augmentation.
SIBGRAPI
Domingos Lucas Latorre de Oliveira, Thaína A. A. Tosta, Leandro Alves Neves, Adriano Barbosa-Silva, Alessandro Santana Martins, Paulo R. de Fariall, Marcelo Zanchetta do Nascimento
2025 — conf
Association of Fractal Geometry and Data Augmentation Through GANs and XAI for Classification of Histology Images.
ICEIS (1)
Vinicius Augusto Toreli Borgue, Bianca Lançoni de Oliveira Garcia, Sérgio Augusto Pelicano Júnior, Guilherme Freire Roberto, Guilherme Botazzo Rozendo, Leandro Alves Neves, Alessandro Santana Martins, Thaína Aparecida Azevedo Tosta, Marcelo Zanchetta do Nascimento
2025 B conf
CNN Ensembles for Nuclei Instance Segmentation in OED Histological Images.
CBMS
Adriano Barbosa-Silva, Jose E. B. Apumayta, Thaína A. A. Tosta, Alessandro Santana Martins, Domingos Lucas Latorre de Oliveira, Leandro Alves Neves, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento
2025 — conf
Convolutional Neural Networks Enriched by Handcrafted Attributes (Enriched-CNN): An Innovative Approach to Pattern Recognition in Histological Images.
ICEIS (1)
Luiz Fernando Segato dos Santos, Leandro Alves Neves, Alessandro Santana Martins, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Marcelo Zanchetta do Nascimento
2025 J jnl
Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images.
Pattern Recognit. Lett.
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
2025 B conf
Nuclear Segmentation in Histological Images Using Multiple Attention System Mixing.
CBMS
Gabriel G. Crepaldi, Domingos Lucas Latorre de Oliveira, Thaína A. A. Tosta, Leandro Alves Neves, Adriano Barbosa-Silva, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
2024 J jnl
An ensemble of learned features and reshaping of fractal geometry-based descriptors for classification of histological images.
Pattern Anal. Appl.
Guilherme Freire Roberto, Leandro Alves Neves, Alessandra Lumini, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
2024 — conf
Ensemble of Semantic Segmentation Models for Oral Epithelial Dysplasia Images.
SIBGRAPI
Adriano Barbosa-Silva, Thaína A. A. Tosta, Leandro Alves Neves, Alessandro Santana Martins, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento
2024 J jnl
Evaluation of sparsity metrics and evolutionary algorithms applied for normalization of H&E histological images.
Pattern Anal. Appl.
Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Alessandro Santana Martins, Chetna Kaushal, Marcelo Zanchetta do Nascimento
2024 J jnl
Hybrid models for classifying histological images: An association of deep features by transfer learning with ensemble classifier.
Multim. Tools Appl.
Cléber I. De Oliveira, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Thaína A. A. Tosta, Alessandro Santana Martins, Leandro Alves Neves
2024 — conf
Oral Dysplasia Classification by Using Fractal Representation Images and Convolutional Neural Networks.
VISIGRAPP (3): VISAPP
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
2024 J jnl
OralEpitheliumDB: A Dataset for Oral Epithelial Dysplasia Image Segmentation and Classification.
J. Imaging Inform. Medicine
Adriano Barbosa-Silva, Alessandro Santana Martins, Thaína Aparecida Azevedo Tosta, Adriano M. Loyola, Sérgio V. Cardoso, Leandro Alves Neves, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento
2023 J jnl
A stain color normalization with robust dictionary learning for breast cancer histological images processing.
Biomed. Signal Process. Control.
Thaína Aparecida Azevedo Tosta, André Dias Freitas, Paulo Rogério de Faria, Leandro Alves Neves, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
2023 J jnl
Analysis of neural networks trained with evolutionary algorithms for the classification of breast cancer histological images.
Expert Syst. Appl.
João Pedro Miranda Miguel, Leandro Alves Neves, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento, Thaína Aparecida Azevedo Tosta
2023 B conf
CNN Ensembles for Nuclei Segmentation on Histological Images of OED.
CBMS
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
2023 C conf
Detection of Covid-19 in Chest X-Ray Images Using Percolation Features and Hermite Polynomial Classification.
CIARP
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
2023 B conf
Handcrafted features vs deep-learned features: Hermite Polynomial Classification of Liver Images.
CBMS
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
2022 — conf
Assessment of the association of deep features with a polynomial algorithm for automated oral epithelial dysplasia grading.
SIBGRAPI
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
2022 — conf
Classification of lymphomas images with polynomial strategy: An application with Ridge regularization.
SIBGRAPI
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
2022 J jnl
Computational analysis of histological images from hematoxylin and eosin-stained oral epithelial dysplasia tissue sections.
Expert Syst. Appl.
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
2022 — conf
Ensembles of fractal descriptors with multiple deep learned features for classification of histological images.
IWSSIP
Leonardo Henrique Da Costa Longo, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento, Luiz Fernando Segato dos Santos, Guilherme Freire Roberto, Leandro Alves Neves
2022 J jnl
Percolation Features: An approach for evaluating fractal properties in colour images.
Softw. Impacts
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
2021 J jnl
A Hermite polynomial algorithm for detection of lesions in lymphoma images.
Pattern Anal. Appl.
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
2021 J jnl
Analysis of cancer in histological images: employing an approach based on genetic algorithm.
Pattern Anal. Appl.
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
2020 — conf
Analysis of Features for Breast Cancer Recognition in Different Magnifications of Histopathological Images.
IWSSIP
Rafael H. de O. Carvalho, Alessandro Santana Martins, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2020 — conf
Multidimensional and multiscale Higuchi dimension for the analysis of colorectal histological images.
BIBM
Jaqueline Junko Tenguam, Guilherme Botazzo Rozendo, Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento, Alessandro Santana Martins, Leandro Alves Neves
2020 — conf
Segmentation of Oral Epithelial Dysplasias Employing Mask R-CNN and Color Normalization.
BIBM
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
2019 C conf
A Model Based on Genetic Algorithm for Colorectal Cancer Diagnosis.
CIARP
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
2019 C conf
Automated Nuclei Segmentation in Dysplastic Histopathological Oral Tissues Using Deep Neural Networks.
CIARP
Adriano Barbosa-Silva, Alessandro Santana Martins, Leandro Alves Neves, Paulo Rogério de Faria, Thaína A. A. Tosta, Marcelo Zanchetta do Nascimento
2019 J jnl
Classification of breast and colorectal tumors based on percolation of color normalized images.
Comput. Graph.
Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento, Alessandro Santana Martins, Thaína A. A. Tosta, Paulo Rogério de Faria, Leandro Alves Neves
2019 J jnl
Classification of colorectal cancer based on the association of multidimensional and multiresolution features.
Expert Syst. Appl.
Matheus Gonçalves Ribeiro, Leandro Alves Neves, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Alessandro Santana Martins, Thaína Aparecida Azevedo Tosta
2019 C conf
Colour Feature Extraction and Polynomial Algorithm for Classification of Lymphoma Images.
CIARP
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
2019 J jnl
Unsupervised method for normalization of hematoxylin-eosin stain in histological images.
Comput. Medical Imaging Graph.
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
2018 — conf
Analysis of the Influence of Color Normalization in the Classification of Non-Hodgkin Lymphoma Images.
SIBGRAPI
Matheus Gonçalves Ribeiro, Leandro Alves Neves, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
2018 J jnl
Lymphoma images analysis using morphological and non-morphological descriptors for classification.
Comput. Methods Programs Biomed.
Marcelo Zanchetta do Nascimento, Alessandro Santana Martins, Thaína Aparecida Azevedo Tosta, Leandro Alves Neves
2017 J jnl
Exploring polynomial classifier to predict match results in football championships.
Expert Syst. Appl.
Rodrigo G. Martins, Alessandro Santana Martins, Leandro Alves Neves, Luciano Vieira Lima, Edna Lúcia Flôres, Marcelo Zanchetta do Nascimento
2017 J jnl
Features based on the percolation theory for quantification of non-Hodgkin lymphomas.
Comput. Biol. Medicine
Guilherme Freire Roberto, Leandro Alves Neves, Marcelo Zanchetta do Nascimento, Thaína Aparecida Azevedo Tosta, Leonardo C. Longo, Alessandro Santana Martins, Paulo Rogério de Faria
2016 J jnl
LBP operators on curvelet coefficients as an algorithm to describe texture in breast cancer tissues.
Expert Syst. Appl.
Daniel O. Tambasco Bruno, Marcelo Zanchetta do Nascimento, Rodrigo Pereira Ramos, Valério Ramos Batista, Leandro Alves Neves, Alessandro Santana Martins
2014 J jnl
Multi-scale lacunarity as an alternative to quantify and diagnose the behavior of prostate cancer.
Expert Syst. Appl.
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
2013 J jnl
Classification of masses in mammographic image using wavelet domain features and polynomial classifier.
Expert Syst. Appl.
Marcelo Zanchetta do Nascimento, Alessandro Santana Martins, Leandro Alves Neves, Rodrigo Pereira Ramos, Edna Lúcia Flôres, Gilberto Arantes Carrijo