Adriano Barbosa-Silva

42 papers B 4C 1Journal 25Unranked 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 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 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 — conf
Association of Grad-CAM, LIME and Multidimensional Fractal Techniques for the Classification of H&E Images.
VISIGRAPP (2): VISAPP
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
2024 J jnl
Classification of Multiple H&E Images via an Ensemble Computational Scheme.
Entropy
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
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
Exploring DeepDream and XAI Representations for Classifying Histological Images.
SN Comput. Sci.
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
2024 J jnl
Higuchi Fractal Dimension with a multidimensional approach for color images.
Softw. Impacts
Jaqueline Junko Tenguam, Leonardo Henrique Da Costa Longo, Guilherme Freire Roberto, Thaína A. A. Tosta, Adriano Barbosa-Silva, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
2024 — conf
Investigation of Deep Neural Network Compression Based on Tucker Decomposition for the Classification of Lesions in Cavity Oral.
VISIGRAPP (3): VISAPP
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
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 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 — conf
Classification of H&E Images via CNN Models with XAI Approaches, DeepDream Representations and Multiple Classifiers.
ICEIS (1)
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
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 H&E images exploring ensemble learning with two-stage feature selection.
IWSSIP
Jaqueline Junko Tenguam, Leonardo Henrique Da Costa Longo, Adriano Barbosa-Silva, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
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
Classification of non-Hodgkin lymphomas based on sample entropy signatures.
Expert Syst. Appl.
Guilherme Botazzo Rozendo, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Paulo Rogério de Faria, Adriano Barbosa-Silva, Thaína Aparecida Azevedo Tosta, Leandro Alves Neves
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 J jnl
LinkExplorer: predicting, explaining and exploring links in large biomedical knowledge graphs.
Bioinform.
Simon Ott, Adriano Barbosa-Silva, Matthias Samwald
2022 J jnl
Mapping global dynamics of benchmark creation and saturation in artificial intelligence.
CoRR
Adriano Barbosa-Silva, Simon Ott, Kathrin Blagec, Jan Brauner, Matthias Samwald
2022 J jnl
Sample Entropy Signatures: A new way to interpret SampEn values.
Softw. Impacts
Guilherme Botazzo Rozendo, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Paulo Rogério de Faria, Adriano Barbosa-Silva, Thaína Aparecida Azevedo Tosta, Leandro Alves Neves
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
A curated, ontology-based, large-scale knowledge graph of artificial intelligence tasks and benchmarks.
CoRR
Kathrin Blagec, Adriano Barbosa-Silva, Simon Ott, Matthias Samwald
2020 — conf
Automated Nuclei Segmentation on Dysplastic Oral Tissues Using CNN.
IWSSIP
Dalí F. D. dos Santos, Thaína A. A. Tosta, Adriano Barbosa-Silva, Paulo Rogério de Faria, Bruno A. N. Travençolo, Marcelo Zanchetta do Nascimento
2020 J jnl
LAITOR4HPC: A text mining pipeline based on HPC for building interaction networks.
BMC Bioinform.
Bruna Piereck, Marx Oliveira-Lima, Ana Maria Benko-Iseppon, Sarah Diehl, Reinhard Schneider, Ana Christina Brasileiro-Vidal, Adriano Barbosa-Silva
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
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
Data and knowledge management in translational research: implementation of the eTRIKS platform for the IMI OncoTrack consortium.
BMC Bioinform.
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
2019 J jnl
Presenting and sharing clinical data using the eTRIKS Standards Master Tree for tranSMART.
Bioinform.
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
2017 J jnl
SmartR: an open-source platform for interactive visual analytics for translational research data.
Bioinform.
Sascha Herzinger, Wei Gu, Venkata P. Satagopam, Serge Eifes, Kavita Rege, Adriano Barbosa-Silva, Reinhard Schneider
2016 J jnl
Integration and Visualization of Translational Medicine Data for Better Understanding of Human Diseases.
Big Data
Venkata P. Satagopam, Wei Gu, Serge Eifes, Piotr Gawron, Marek Ostaszewski, Stephan Gebel, Adriano Barbosa-Silva, Rudi Balling, Reinhard Schneider
2014 J jnl
uORFdb - a comprehensive literature database on eukaryotic uORF biology.
Nucleic Acids Res.
Klaus Wethmar, Adriano Barbosa-Silva, Miguel A. Andrade-Navarro, Achim Leutz
2012 J jnl
Caipirini: using gene sets to rank literature.
BioData Min.
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
2011 J jnl
Génie: literature-based gene prioritization at multi genomic scale.
Nucleic Acids Res.
Jean-Fred Fontaine, Florian Priller, Adriano Barbosa-Silva, Miguel A. Andrade-Navarro
2011 J jnl
PESCADOR, a web-based tool to assist text-mining of biointeractions extracted from PubMed queries.
BMC Bioinform.
Adriano Barbosa-Silva, Jean-Fred Fontaine, Elisa R. Donnard, Fernanda Stussi, José Miguel Ortega, Miguel A. Andrade-Navarro
2010 J jnl
A reference guide for tree analysis and visualization.
BioData Min.
Georgios A. Pavlopoulos, Theodoros G. Soldatos, Adriano Barbosa-Silva, Reinhard Schneider
2010 J jnl
LAITOR - Literature Assistant for Identification of Terms co-Occurrences and Relationships.
BMC Bioinform.
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
2009 — conf
In Silico Screening for Pathogenesis Related-2 Gene Candidates in
CIBB
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
2009 J jnl
MedlineRanker: flexible ranking of biomedical literature.
Nucleic Acids Res.
Jean-Fred Fontaine, Adriano Barbosa-Silva, Martin H. Schaefer, Matthew R. Huska, Enrique M. Muro, Miguel A. Andrade-Navarro
2008 J jnl
Clustering of cognate proteins among distinct proteomes derived from multiple links to a single seed sequence.
BMC Bioinform.
Adriano Barbosa-Silva, Venkata P. Satagopam, Reinhard Schneider, José Miguel Ortega