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Marcelo Zanchetta do Nascimento
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2020 – today
- 2024
- [j41]Leonardo Henrique Da Costa Longo
, Guilherme Freire Roberto
Classification of Multiple H&E Images via an Ensemble Computational Scheme. Entropy 26(1): 34 (2024) - [j40]Cléber I. De Oliveira
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) - [j39]Guilherme Freire Roberto
An ensemble of learned features and reshaping of fractal geometry-based descriptors for classification of histological images. Pattern Anal. Appl. 27(1): 8 (2024) - [j38]Thaína Aparecida Azevedo Tosta
Evaluation of sparsity metrics and evolutionary algorithms applied for normalization of H&E histological images. Pattern Anal. Appl. 27(1): 11 (2024) - [j37]Jaqueline Junko Tenguam
Higuchi Fractal Dimension with a multidimensional approach for color images. Softw. Impacts 21: 100690 (2024) - [j36]João Manoel Cardoso Martinez, Leandro Alves Neves, Leonardo Henrique Da Costa Longo, Guilherme Botazzo Rozendo, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Adriano M. Loyola, Sérgio V. Cardoso, Adriano Barbosa-Silva, Marcelo Zanchetta do Nascimento:
Exploring DeepDream and XAI Representations for Classifying Histological Images. SN Comput. Sci. 5(4): 362 (2024) - [c35]Pedro Lucas Miguel, Alessandra Lumini, Giuliano Cardozo Medalha, Guilherme Freire Roberto, Guilherme Botazzo Rozendo, Adriano Mauro Cansian, Thaína A. A. Tosta, Marcelo Zanchetta do Nascimento, Leandro Alves Neves:
Improving Explainability of the Attention Branch Network with CAM Fostering Techniques in the Context of Histological Images. ICEIS (1) 2024: 456-464 - [c34]Guilherme Botazzo Rozendo, Alessandra Lumini, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Marcelo Zanchetta do Nascimento, Leandro Alves Neves:
X-GAN: Generative Adversarial Networks Training Guided with Explainable Artificial Intelligence. ICEIS (1) 2024: 674-681 - [c33]Etienne Silva Julia, Marcelo Zanchetta do Nascimento, Matheus Prado Prandini Faria, Rita Maria da Silva Julia:
Deep Learning-Based Models for Performing Multi-Instance Multi-Label Event Classification in Gameplay Footage. VISIGRAPP (3): VISAPP 2024: 110-121 - [c32]Thales R. S. Lopes, Guilherme Freire Roberto, Carlos Soares, Thaína A. A. Tosta, Adriano Barbosa-Silva, Adriano M. Loyola, Sérgio V. Cardoso, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento, Leandro Alves Neves:
Association of Grad-CAM, LIME and Multidimensional Fractal Techniques for the Classification of H&E Images. VISIGRAPP (2): VISAPP 2024: 441-447 - [c31]Vitor B. L. Fernandes, Adriano Barbosa-Silva, Danilo Cesar Pereira, Sérgio V. Cardoso, Paulo Rogério de Faria, Adriano M. Loyola, Thaína A. A. Tosta, Leandro Alves Neves, Marcelo Zanchetta do Nascimento:
Investigation of Deep Neural Network Compression Based on Tucker Decomposition for the Classification of Lesions in Cavity Oral. VISIGRAPP (3): VISAPP 2024: 516-523 - [c30]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
- [j35]Thaína Aparecida Azevedo Tosta
A stain color normalization with robust dictionary learning for breast cancer histological images processing. Biomed. Signal Process. Control. 85: 104978 (2023) - [j34]João Pedro Miranda Miguel
Analysis of neural networks trained with evolutionary algorithms for the classification of breast cancer histological images. Expert Syst. Appl. 231: 120609 (2023) - [j33]Dalí F. D. dos Santos
Influence of Data Augmentation Strategies on the Segmentation of Oral Histological Images Using Fully Convolutional Neural Networks. J. Digit. Imaging 36(4): 1608-1623 (2023) - [c29]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 - [c28]Adriano Barbosa-Silva, Guilherme Botazzo Rozendo, Thaína A. A. Tosta, Alessandro Santana Martins, Adriano M. Loyola, Sérgio V. Cardoso, Alessandra Lumini, Leandro Alves Neves
CNN Ensembles for Nuclei Segmentation on Histological Images of OED. CBMS 2023: 601-604 - [c27]Guilherme Freire Roberto, Danilo Cesar Pereira, Alessandro Santana Martins, Thaína A. A. Tosta, Carlos Soares, Alessandra Lumini, Guilherme Botazzo Rozendo, Leandro Alves Neves
Detection of Covid-19 in Chest X-Ray Images Using Percolation Features and Hermite Polynomial Classification. CIARP 2023: 163-177 - [c26]Guilherme Botazzo Rozendo
Weeds Classification with Deep Learning: An Investigation Using CNN, Vision Transformers, Pyramid Vision Transformers, and Ensemble Strategy. CIARP 2023: 229-243 - [c25]Leandro Alves Neves, João Manuel Cardoso Martinez, Leonardo Henrique Da Costa Longo
Classification of H&E Images via CNN Models with XAI Approaches, DeepDream Representations and Multiple Classifiers. ICEIS (1) 2023: 354-364 - [c24]Pedro Lucas Miguel, Adriano Mauro Cansian, Guilherme Botazzo Rozendo
An Investigation of Deep-Learned Features for Classifying Radiographic Images of COVID-19. ICEIS (1) 2023: 675-682 - [c23]Matheus Prado Prandini Faria, Etienne Silva Julia, Henrique Coelho Fernandes
Investigating the Performance of Optimization Techniques on Deep Learning Models to Identify Dota2 Game Events. VISIGRAPP (4: VISAPP) 2023: 881-888 - [i5]Dalí F. D. dos Santos, Paulo Rogério de Faria, Adriano M. Loyola, Sérgio V. Cardoso, Bruno A. N. Travençolo
Hematoxylin and eosin stained oral squamous cell carcinoma histological images dataset. CoRR abs/2303.10172 (2023) - 2022
- [j32]Adriano Barbosa-Silva
Computational analysis of histological images from hematoxylin and eosin-stained oral epithelial dysplasia tissue sections. Expert Syst. Appl. 193: 116456 (2022) - [j31]Guilherme Botazzo Rozendo
Classification of non-Hodgkin lymphomas based on sample entropy signatures. Expert Syst. Appl. 202: 117238 (2022) - [j30]Adilmar Coelho Dantas
Recognition of Emotions for People with Autism: An Approach to Improve Skills. Int. J. Comput. Games Technol. 2022: 6738068:1-6738068:21 (2022) - [j29]Adilmar Coelho Dantas
Face emotions: improving emotional skills in individuals with autism. Multim. Tools Appl. 81(18): 25947-25969 (2022) - [j28]Matheus Prado Prandini Faria, Etienne Silva Julia, Marcelo Zanchetta do Nascimento
Investigating the Performance of Various Deep Neural Networks-based Approaches Designed to Identify Game Events in Gameplay Footage. Proc. ACM Comput. Graph. Interact. Tech. 5(1): 8:1-8:17 (2022) - [j27]Guilherme Botazzo Rozendo
Sample Entropy Signatures: A new way to interpret SampEn values. Softw. Impacts 13: 100329 (2022) - [j26]Guilherme Freire Roberto
Percolation Features: An approach for evaluating fractal properties in colour images. Softw. Impacts 14: 100387 (2022) - [c22]Leonardo Henrique Da Costa Longo
Ensembles of fractal descriptors with multiple deep learned features for classification of histological images. IWSSIP 2022: 1-4 - [c21]Luiz Fernando Segato dos Santos, Guilherme Botazzo Rozendo
Multidimensional shannon entropy (HM) as an approach to classify H&E colorectal images. IWSSIP 2022: 1-4 - [c20]Jaqueline Junko Tenguam
Classification of H&E images exploring ensemble learning with two-stage feature selection. IWSSIP 2022: 1-4 - [c19]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 - [c18]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
- [j25]Dalí F. D. dos Santos, Paulo Rogério de Faria, Bruno A. N. Travençolo
Automated detection of tumor regions from oral histological whole slide images using fully convolutional neural networks. Biomed. Signal Process. Control. 69: 102921 (2021) - [j24]Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves
Evaluation of statistical and Haralick texture features for lymphoma histological images classification. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9(6): 613-624 (2021) - [j23]Guilherme Freire Roberto, Alessandra Lumini, Leandro Alves Neves
Fractal Neural Network: A new ensemble of fractal geometry and convolutional neural networks for the classification of histology images. Expert Syst. Appl. 166: 114103 (2021) - [j22]Daniela F. Taino
Analysis of cancer in histological images: employing an approach based on genetic algorithm. Pattern Anal. Appl. 24(2): 483-496 (2021) - [j21]Alessandro Santana Martins
A Hermite polynomial algorithm for detection of lesions in lymphoma images. Pattern Anal. Appl. 24(2): 523-535 (2021) - 2020
- [c17]David Candelero, Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento
Selection of CNN, Haralick and Fractal Features Based on Evolutionary Algorithms for Classification of Histological Images. BIBM 2020: 2709-2716 - [c16]Adriano Barbosa-Silva, Dalí F. D. dos Santos, Thaína A. A. Tosta, Alessandro Santana Martins, Leandro Alves Neves
Segmentation of Oral Epithelial Dysplasias Employing Mask R-CNN and Color Normalization. BIBM 2020: 2818-2824 - [c15]Jaqueline Junko Tenguam
Multidimensional and multiscale Higuchi dimension for the analysis of colorectal histological images. BIBM 2020: 2833-2839 - [c14]Rafael H. de O. Carvalho, Alessandro Santana Martins, Leandro Alves Neves
Analysis of Features for Breast Cancer Recognition in Different Magnifications of Histopathological Images. IWSSIP 2020: 39-44 - [c13]Dalí F. D. dos Santos, Thaína A. A. Tosta, Adriano Barbosa-Silva, Paulo Rogério de Faria, Bruno A. N. Travençolo
Automated Nuclei Segmentation on Dysplastic Oral Tissues Using CNN. IWSSIP 2020: 45-50
2010 – 2019
- 2019
- [j20]Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria
Computational normalization of H&E-stained histological images: Progress, challenges and future potential. Artif. Intell. Medicine 95: 118-132 (2019) - [j19]Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves
Color normalization of faded H&E-stained histological images using spectral matching. Comput. Biol. Medicine 111 (2019) - [j18]Guilherme Freire Roberto
Classification of breast and colorectal tumors based on percolation of color normalized images. Comput. Graph. 84: 134-143 (2019) - [j17]Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria
Unsupervised method for normalization of hematoxylin-eosin stain in histological images. Comput. Medical Imaging Graph. 77 (2019) - [j16]Matheus Gonçalves Ribeiro, Leandro Alves Neves
Classification of colorectal cancer based on the association of multidimensional and multiresolution features. Expert Syst. Appl. 120: 262-278 (2019) - [c12]Alessandro Santana Martins, Leandro Alves Neves
Colour Feature Extraction and Polynomial Algorithm for Classification of Lymphoma Images. CIARP 2019: 262-271 - [c11]Adriano Barbosa-Silva
Automated Nuclei Segmentation in Dysplastic Histopathological Oral Tissues Using Deep Neural Networks. CIARP 2019: 365-374 - [c10]Daniela F. Taino, Matheus Gonçalves Ribeiro, Guilherme Freire Roberto
A Model Based on Genetic Algorithm for Colorectal Cancer Diagnosis. CIARP 2019: 504-513 - [i4]Marcelo Zanchetta do Nascimento, Valério Ramos Batista:
Numerics on the trajectory of nodule displacements by external compressions of the breast. CoRR abs/1911.13099 (2019) - 2018
- [j15]Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Valério Ramos Batista, Leandro Alves Neves
Using wavelet sub-band and fuzzy 2-partition entropy to segment chronic lymphocytic leukemia images. Appl. Soft Comput. 64: 49-58 (2018) - [j14]Luiz Fernando Segato dos Santos, Leandro Alves Neves
Multidimensional and fuzzy sample entropy (SampEnMF) for quantifying H&E histological images of colorectal cancer. Comput. Biol. Medicine 103: 148-160 (2018) - [j13]Marcelo Zanchetta do Nascimento
Lymphoma images analysis using morphological and non-morphological descriptors for classification. Comput. Methods Programs Biomed. 163: 65-77 (2018) - [j12]Leandro Alves Neves
Exploring Mesh Generation and Quality Enhancement with Open Source Codes. J. Comput. Sci. 14(7): 1000-1028 (2018) - [c9]Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria
Fitness Functions Evaluation for Segmentation of Lymphoma Histological Images Using Genetic Algorithm. EvoApplications 2018: 47-62 - [c8]Matheus Gonçalves Ribeiro, Leandro Alves Neves
Analysis of the Influence of Color Normalization in the Classification of Non-Hodgkin Lymphoma Images. SIBGRAPI 2018: 369-376 - 2017
- [j11]Guilherme Freire Roberto
Features based on the percolation theory for quantification of non-Hodgkin lymphomas. Comput. Biol. Medicine 91: 135-147 (2017) - [j10]Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria
Computational method for unsupervised segmentation of lymphoma histological images based on fuzzy 3-partition entropy and genetic algorithm. Expert Syst. Appl. 81: 223-243 (2017) - [j9]Rodrigo G. Martins, Alessandro Santana Martins, Leandro Alves Neves
Exploring polynomial classifier to predict match results in football championships. Expert Syst. Appl. 83: 79-93 (2017) - [c7]Thaína Aparecida Azevedo Tosta, Marcelo Zanchetta do Nascimento
Application of Evolutionary Algorithms on Unsupervised Segmentation of Lymphoma Histological Images. CBMS 2017: 89-94 - 2016
- [j8]Daniel O. Tambasco Bruno
LBP operators on curvelet coefficients as an algorithm to describe texture in breast cancer tissues. Expert Syst. Appl. 55: 329-340 (2016) - [j7]Valério Ramos Batista, Marcelo Zanchetta do Nascimento, Wendhel Raffa Coimbra:
Stree: An Interactive Program for Weighted Steiner Trees. J. Softw. 11(10): 1062-1072 (2016) - [c6]Leandro Alves Neves
Tetrahedral Mesh Segmentation Based on Quality Criteria. PDCAT 2016: 358-361 - [c5]Renan Nespolo, Leandro Alves Neves
Method Based on Triangulation for Sensor Deployment on 3D Surfaces. SIBGRAPI 2016: 136-143 - 2015
- [c4]Thaína Aparecida Azevedo Tosta, Andressa Finzi de Abreu, Bruno Augusto Nassif Travençolo
Unsupervised Segmentation of Leukocytes Images Using Thresholding Neighborhood Valley-Emphasis. CBMS 2015: 93-94 - [c3]Leandro Alves Neves
Multiscale Tetrahedral Meshes for FEM Simulations of Esophageal Injury. CBMS 2015: 103-108 - 2014
- [j6]Danilo Cesar Pereira
Segmentation and detection of breast cancer in mammograms combining wavelet analysis and genetic algorithm. Comput. Methods Programs Biomed. 114(1): 88-101 (2014) - [j5]Leandro Alves Neves
Multi-scale lacunarity as an alternative to quantify and diagnose the behavior of prostate cancer. Expert Syst. Appl. 41(11): 5017-5029 (2014) - [i3]Antonio Elias Fabris, Marcelo Zanchetta do Nascimento, Valério Ramos Batista:
Programming plantation lines on driverless tractors. CoRR abs/1402.1523 (2014) - [i2]Marcelo Zanchetta do Nascimento, Valério Ramos Batista:
First steps to Virtual Mammography: Simulating external compressions of the breast with the Surface Evolver. CoRR abs/1402.4101 (2014) - 2013
- [j4]Marcelo Zanchetta do Nascimento
Classification of masses in mammographic image using wavelet domain features and polynomial classifier. Expert Syst. Appl. 40(15): 6213-6221 (2013) - [j3]Domingos Lucas Latorre de Oliveira, Marcelo Zanchetta do Nascimento
Unsupervised segmentation method for cuboidal cell nuclei in histological prostate images based on minimum cross entropy. Expert Syst. Appl. 40(18): 7331-7340 (2013) - 2012
- [j2]Rodrigo Pereira Ramos
Texture extraction: An evaluation of ridgelet, wavelet and co-occurrence based methods applied to mammograms. Expert Syst. Appl. 39(12): 11036-11047 (2012) - [c2]Ricardo de Souza Jacomini, Marcelo Zanchetta do Nascimento
Comparison of PCA and ANOVA for Information Selection of CC and MLO Views in Classification of Mammograms. IDEAL 2012: 117-126 - [i1]Marcelo Zanchetta do Nascimento, Valério Ramos Batista, Wendhel Raffa Coimbra:
An interactive programme for Steiner trees. CoRR abs/1210.7788 (2012)
2000 – 2009
- 2008
- [j1]Marcelo Zanchetta do Nascimento
An Automatic Correction Method for the Heel Effect in Digitized Mammography Images. J. Digit. Imaging 21(2): 177-187 (2008) - 2007
- [c1]Gélio M. Ferreira, Marcelo Zanchetta do Nascimento
Teaching object oriented programming computer languages: learning based on projects. ICSEA 2007: 81 - 2005
- [b1]Marcelo Zanchetta do Nascimento:
Método computacional automático para correção do efeito "heel" nas imagens radiográficas. University of São Paulo, Brazil, 2005
Coauthor Index
Leonardo Henrique Da Costa Longo
aka: Leonardo C. Longo
aka: Leonardo C. Longo
[j41] [j40] [j39] [j38] [j37] [j36] [c35] [c34] [c32] [c31] [c30] [j35] [j34] [c29] [c28] [c27] [c26] [c25] [c24] [j32] [j31] [j27] [j26] [c22] [c21] [c20] [c19] [c18] [j24] [j23] [j22] [j21] [c17] [c16] [c15] [c14] [j20] [j19] [j18] [j17] [j16] [c12] [c11] [c10] [j15] [j14] [j13] [j12] [c9] [c8] [j11] [j10] [j9] [c7] [j8] [c6] [c5] [c4] [c3] [j5] [j4] [j3]
Thaína A. A. Tosta
aka: Thaína Aparecida Azevedo Tosta
aka: Thaína Aparecida Azevedo Tosta
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last updated on 2024-10-07 21:24 CEST by the dblp team
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