Classification of masses in mammographic image using wavelet domain features and polynomial classifier. - Marcelo Zanchetta do Nascimento; Alessandro Santana Martins; Leandro Alves Neves; Rodrigo Pereira Ramos; Edna Lúcia Flôres; Gilberto Arantes Carrijo (Expert Syst. Appl., 2013)

Multi-scale lacunarity as an alternative to quantify and diagnose the behavior of prostate cancer. - 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 (Expert Syst. Appl., 2014)

LBP operators on curvelet coefficients as an algorithm to describe texture in breast cancer tissues. - Daniel O. Tambasco Bruno; Marcelo Zanchetta do Nascimento; Rodrigo Pereira Ramos; Valério Ramos Batista; Leandro Alves Neves; Alessandro Santana Martins (Expert Syst. Appl., 2016)

Features based on the percolation theory for quantification of non-Hodgkin lymphomas. - Guilherme Freire Roberto; Leandro Alves Neves; Marcelo Zanchetta do Nascimento; Thaína Aparecida Azevedo Tosta; Leonardo C. Longo; Alessandro Santana Martins; Paulo Rogério de Faria (Comput. Biol. Medicine, 2017)

Exploring polynomial classifier to predict match results in football championships. - Rodrigo G. Martins; Alessandro Santana Martins; Leandro Alves Neves; Luciano Vieira Lima; Edna Lúcia Flôres; Marcelo Zanchetta do Nascimento (Expert Syst. Appl., 2017)

Analysis of the Influence of Color Normalization in the Classification of Non-Hodgkin Lymphoma Images. - Matheus Gonçalves Ribeiro; Leandro Alves Neves; Guilherme Freire Roberto; Thaína Aparecida Azevedo Tosta; Alessandro Santana Martins; Marcelo Zanchetta do Nascimento (SIBGRAPI, 2018)

Lymphoma images analysis using morphological and non-morphological descriptors for classification. - Marcelo Zanchetta do Nascimento; Alessandro Santana Martins; Thaína Aparecida Azevedo Tosta; Leandro Alves Neves (Comput. Methods Programs Biomed., 2018)

Automated Nuclei Segmentation in Dysplastic Histopathological Oral Tissues Using Deep Neural Networks. - Adriano Barbosa-Silva; Alessandro Santana Martins; Leandro Alves Neves; Paulo Rogério de Faria; Thaína A. A. Tosta; Marcelo Zanchetta do Nascimento (CIARP, 2019)

Colour Feature Extraction and Polynomial Algorithm for Classification of Lymphoma Images. - 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 (CIARP, 2019)

A Model Based on Genetic Algorithm for Colorectal Cancer Diagnosis. - 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 (CIARP, 2019)

Classification of breast and colorectal tumors based on percolation of color normalized images. - Guilherme Freire Roberto; Marcelo Zanchetta do Nascimento; Alessandro Santana Martins; Thaína A. A. Tosta; Paulo Rogério de Faria; Leandro Alves Neves (Comput. Graph., 2019)

Unsupervised method for normalization of hematoxylin-eosin stain in histological images. - 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 (Comput. Medical Imaging Graph., 2019)

Classification of colorectal cancer based on the association of multidimensional and multiresolution features. - Matheus Gonçalves Ribeiro; Leandro Alves Neves; Marcelo Zanchetta do Nascimento; Guilherme Freire Roberto; Alessandro Santana Martins; Thaína Aparecida Azevedo Tosta (Expert Syst. Appl., 2019)

Segmentation of Oral Epithelial Dysplasias Employing Mask R-CNN and Color Normalization. - 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 (BIBM, 2020)

Multidimensional and multiscale Higuchi dimension for the analysis of colorectal histological images. - Jaqueline Junko Tenguam; Guilherme Botazzo Rozendo; Guilherme Freire Roberto; Marcelo Zanchetta do Nascimento; Alessandro Santana Martins; Leandro Alves Neves (BIBM, 2020)

Analysis of Features for Breast Cancer Recognition in Different Magnifications of Histopathological Images. - Rafael H. de O. Carvalho; Alessandro Santana Martins; Leandro Alves Neves; Marcelo Zanchetta do Nascimento (IWSSIP, 2020)

A Hermite polynomial algorithm for detection of lesions in lymphoma images. - 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 (Pattern Anal. Appl., 2021)

Analysis of cancer in histological images: employing an approach based on genetic algorithm. - 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 (Pattern Anal. Appl., 2021)

Ensembles of fractal descriptors with multiple deep learned features for classification of histological images. - Leonardo Henrique Da Costa Longo; Alessandro Santana Martins; Marcelo Zanchetta do Nascimento; Luiz Fernando Segato dos Santos; Guilherme Freire Roberto; Leandro Alves Neves (IWSSIP, 2022)

Assessment of the association of deep features with a polynomial algorithm for automated oral epithelial dysplasia grading. - 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 (SIBGRAPI, 2022)

Classification of lymphomas images with polynomial strategy: An application with Ridge regularization. - 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 (SIBGRAPI, 2022)

Computational analysis of histological images from hematoxylin and eosin-stained oral epithelial dysplasia tissue sections. - 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 (Expert Syst. Appl., 2022)

Percolation Features: An approach for evaluating fractal properties in colour images. - 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 (Softw. Impacts, 2022)

CNN Ensembles for Nuclei Segmentation on Histological Images of OED. - 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 (CBMS, 2023)

Handcrafted features vs deep-learned features: Hermite Polynomial Classification of Liver Images. - 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 (CBMS, 2023)

Detection of Covid-19 in Chest X-Ray Images Using Percolation Features and Hermite Polynomial Classification. - 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 (CIARP, 2023)

A stain color normalization with robust dictionary learning for breast cancer histological images processing. - Thaína Aparecida Azevedo Tosta; André Dias Freitas; Paulo Rogério de Faria; Leandro Alves Neves; Alessandro Santana Martins; Marcelo Zanchetta do Nascimento (Biomed. Signal Process. Control., 2023)

Analysis of neural networks trained with evolutionary algorithms for the classification of breast cancer histological images. - João Pedro Miranda Miguel; Leandro Alves Neves; Alessandro Santana Martins; Marcelo Zanchetta do Nascimento; Thaína Aparecida Azevedo Tosta (Expert Syst. Appl., 2023)

Ensemble of Semantic Segmentation Models for Oral Epithelial Dysplasia Images. - Adriano Barbosa-Silva; Thaína A. A. Tosta; Leandro Alves Neves; Alessandro Santana Martins; Paulo Rogério de Faria; Marcelo Zanchetta do Nascimento (SIBGRAPI, 2024)

Oral Dysplasia Classification by Using Fractal Representation Images and Convolutional Neural Networks. - 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 (VISIGRAPP (3): VISAPP, 2024)

Hybrid models for classifying histological images: An association of deep features by transfer learning with ensemble classifier. - Cléber I. De Oliveira; Marcelo Zanchetta do Nascimento; Guilherme Freire Roberto; Thaína A. A. Tosta; Alessandro Santana Martins; Leandro Alves Neves (Multim. Tools Appl., 2024)

An ensemble of learned features and reshaping of fractal geometry-based descriptors for classification of histological images. - Guilherme Freire Roberto; Leandro Alves Neves; Alessandra Lumini; Alessandro Santana Martins; Marcelo Zanchetta do Nascimento (Pattern Anal. Appl., 2024)

Evaluation of sparsity metrics and evolutionary algorithms applied for normalization of H&E histological images. - Thaína Aparecida Azevedo Tosta; Paulo Rogério de Faria; Leandro Alves Neves; Alessandro Santana Martins; Chetna Kaushal; Marcelo Zanchetta do Nascimento (Pattern Anal. Appl., 2024)

CNN Ensembles for Nuclei Instance Segmentation in OED Histological Images. - 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 (CBMS, 2025)

Nuclear Segmentation in Histological Images Using Multiple Attention System Mixing. - 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 (CBMS, 2025)

Association of Fractal Geometry and Data Augmentation Through GANs and XAI for Classification of Histology Images. - 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 (ICEIS (1), 2025)

Convolutional Neural Networks Enriched by Handcrafted Attributes (Enriched-CNN): An Innovative Approach to Pattern Recognition in Histological Images. - Luiz Fernando Segato dos Santos; Leandro Alves Neves; Alessandro Santana Martins; Guilherme Freire Roberto; Thaína Aparecida Azevedo Tosta; Marcelo Zanchetta do Nascimento (ICEIS (1), 2025)

Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images. - 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 (Pattern Recognit. Lett., 2025)

Evaluation of fractal descriptors, deep features and XAI representations with LASSO-regularized Hermite polynomial classifier for H&E histological image classification. - 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 (Biomed. Signal Process. Control., 2026)