Adriano Barbosa-Silva

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 26

Top Topics

Ensemble Learning

Histological Images

Medical Knowledge

Top Venues

Publications

Leonardo Henrique Da Costa Longo, Guilherme Freire Roberto, Thaína A. A. Tosta, Paulo Rogério de Faria, Adriano M. Loyola, Sérgio V. Cardoso, Adriano Barbosa-Silva, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
Classification of Multiple H&E Images via an Ensemble Computational Scheme. Entropy 26 (1) (2024)
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) (2024)
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)
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)
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)
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)
Leandro Alves Neves, João Manuel Cardoso Martinez, Leonardo Henrique Da Costa Longo, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Adriano M. Loyola, Sérgio V. Cardoso, Adriano Barbosa-Silva, Marcelo Zanchetta do Nascimento, Guilherme Botazzo Rozendo
Classification of H&E Images via CNN Models with XAI Approaches, DeepDream Representations and Multiple Classifiers. ICEIS (1) (2023)
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)
Adriano Barbosa-Silva, Alessandro Santana Martins, Thaina 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 (2022)
Guilherme Botazzo Rozendo, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Paulo Rogério de Faria, Adriano Barbosa-Silva, Thaina Aparecida Azevedo Tosta, Leandro Alves Neves
Sample Entropy Signatures: A new way to interpret SampEn values. Softw. Impacts 13 (2022)
Adriano Barbosa-Silva, Cléber I. De Oliveira, Danilo C. 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)
Adriano Barbosa-Silva, Simon Ott, Kathrin Blagec, Jan Brauner, Matthias Samwald
Mapping global dynamics of benchmark creation and saturation in artificial intelligence. CoRR (2022)
Jaqueline Junko Tenguam, Leonardo Henrique Da Costa Longo, Adriano Barbosa-Silva, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
Classification of H&E images exploring ensemble learning with two-stage feature selection. IWSSIP (2022)
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)
Simon Ott, Adriano Barbosa-Silva, Matthias Samwald
LinkExplorer: predicting, explaining and exploring links in large biomedical knowledge graphs. Bioinform. 38 (8) (2022)
Guilherme Botazzo Rozendo, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Paulo Rogério de Faria, Adriano Barbosa-Silva, Thaina Aparecida Azevedo Tosta, Leandro Alves Neves
Classification of non-Hodgkin lymphomas based on sample entropy signatures. Expert Syst. Appl. 202 (2022)
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) (2021)
Kathrin Blagec, Adriano Barbosa-Silva, Simon Ott, Matthias Samwald
A curated, ontology-based, large-scale knowledge graph of artificial intelligence tasks and benchmarks. CoRR (2021)
Dalí F. D. dos Santos, Thaína A. A. Tosta, Adriano Barbosa-Silva, Paulo Rogério de Faria, Bruno A. N. Travençolo, Marcelo Zanchetta do Nascimento
Automated Nuclei Segmentation on Dysplastic Oral Tissues Using CNN. IWSSIP (2020)
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)
Bruna Piereck, Marx Oliveira-Lima, Ana Maria Benko-Iseppon, Sarah Diehl, Reinhard Schneider, Ana Christina Brasileiro-Vidal, Adriano Barbosa-Silva
LAITOR4HPC: A text mining pipeline based on HPC for building interaction networks. BMC Bioinform. 21 (1) (2020)
Adriano Barbosa-Silva, Dorina Bratfalean, Wei Gu, Venkata P. Satagopam, Paul Houston, Lauren B. Becnel, Serge Eifes, Fabien Richard, Andreas Tielmann, Sascha Herzinger, Kavita Rege, Rudi Balling, Paul Peeters
Presenting and sharing clinical data using the eTRIKS Standards Master Tree for tranSMART. Bioinform. 35 (9) (2019)
Wei Gu, Reha Yildirimman, Emmanuel Van der Stuyft, Denny Verbeeck, Sascha Herzinger, Venkata P. Satagopam, Adriano Barbosa-Silva, Reinhard Schneider, Bodo M. H. Lange, Hans Lehrach, Yike Guo, David Henderson, Anthony Rowe
Data and knowledge management in translational research: implementation of the eTRIKS platform for the IMI OncoTrack consortium. BMC Bioinform. 20 (1) (2019)
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)
Sascha Herzinger, Wei Gu, Venkata P. Satagopam, Serge Eifes, Kavita Rege, Adriano Barbosa-Silva, Reinhard Schneider
SmartR: an open-source platform for interactive visual analytics for translational research data. Bioinform. 33 (14) (2017)
Venkata P. Satagopam, Wei Gu, Serge Eifes, Piotr Gawron, Marek Ostaszewski, Stephan Gebel, Adriano Barbosa-Silva, Rudi Balling, Reinhard Schneider
Integration and Visualization of Translational Medicine Data for Better Understanding of Human Diseases. Big Data 4 (2) (2016)
Klaus Wethmar, Adriano Barbosa-Silva, Miguel A. Andrade-Navarro, Achim Leutz
uORFdb - a comprehensive literature database on eukaryotic uORF biology. Nucleic Acids Res. 42 (Database-Issue) (2014)
Theodoros G. Soldatos, Seán I. O'Donoghue, Venkata P. Satagopam, Adriano Barbosa-Silva, Georgios A. Pavlopoulos, Ana Carolina Wanderley-Nogueira, Nina da Mota Soares-Cavalcanti, Reinhard Schneider
Caipirini: using gene sets to rank literature. BioData Min. 5 (2012)
Jean-Fred Fontaine, Florian Priller, Adriano Barbosa-Silva, Miguel A. Andrade-Navarro
Génie: literature-based gene prioritization at multi genomic scale. Nucleic Acids Res. 39 (Web-Server-Issue) (2011)
Adriano Barbosa-Silva, Jean-Fred Fontaine, Elisa R. Donnard, Fernanda Stussi, José Miguel Ortega, Miguel A. Andrade-Navarro
PESCADOR, a web-based tool to assist text-mining of biointeractions extracted from PubMed queries. BMC Bioinform. 12 (2011)
Adriano Barbosa-Silva, Theodoros G. Soldatos, Ivan L. F. Magalhães, Georgios A. Pavlopoulos, Jean-Fred Fontaine, Miguel A. Andrade-Navarro, Reinhard Schneider, José Miguel Ortega
LAITOR - Literature Assistant for Identification of Terms co-Occurrences and Relationships. BMC Bioinform. 11 (2010)
Georgios A. Pavlopoulos, Theodoros G. Soldatos, Adriano Barbosa-Silva, Reinhard Schneider
A reference guide for tree analysis and visualization. BioData Min. 3 (2010)
Ana Carolina Wanderley-Nogueira, Nina da Mota Soares-Cavalcanti, Luis Carlos Belarmino, Adriano Barbosa-Silva, Ederson Akio Kido, Semiramis Jamil Hadad do Monte, Valesca Pandolfi, Tercílio Calsa-Junior, Ana Maria Benko-Iseppon
Transcriptome. CIBB (2009)
Jean-Fred Fontaine, Adriano Barbosa-Silva, Martin H. Schaefer, Matthew R. Huska, Enrique M. Muro, Miguel A. Andrade-Navarro
MedlineRanker: flexible ranking of biomedical literature. Nucleic Acids Res. 37 (Web-Server-Issue) (2009)
Adriano Barbosa-Silva, Venkata P. Satagopam, Reinhard Schneider, José Miguel Ortega
Clustering of cognate proteins among distinct proteomes derived from multiple links to a single seed sequence. BMC Bioinform. 9 (2008)