Gabriel Bianchin de Oliveira

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 13

Top Topics

Protein Secondary Structure Prediction

Medical Imaging

Recurrent Networks

Top Venues

Publications

Ana Paula dos Santos Dantas, Gabriel Bianchin de Oliveira, Hélio Pedrini, Cid C. de Souza, Zanoni Dias
The Multi-attribute Fairer Cover Problem. BRACIS (1) (2023)
Ana Paula dos Santos Dantas, Gabriel Bianchin de Oliveira, Daiane Mendes de Oliveira, Hélio Pedrini, Cid C. de Souza, Zanoni Dias
Algorithmic Fairness Applied to the Multi-Label Classification Problem. VISIGRAPP (5: VISAPP) (2023)
Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
TEMPROT: protein function annotation using transformers embeddings and homology search. BMC Bioinform. 24 (1) (2023)
Gabriel Bianchin de Oliveira, Lucas David, Rafael Padilha, Ana Paula da Silva, Francine de Paula, Lucas Infante, Lucio Jorge, Patricia Xavier, Zanoni Dias
Bias Assessment in Medical Imaging Analysis: A Case Study on Retinal OCT Image Classification. ICAART (3) (2022)
Felipe Lopes de Mello, Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
Prediction of Protein Molecular Functions Using Transformers. ICAISC (2) (2022)
Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
Protein Molecular Function Annotation Based on Transformer Embeddings. BRACIS (2) (2022)
Thiago Dong Chen, Gabriel Bianchin de Oliveira, Zanoni Dias
Ensemble of Patches for COVID-19 X-Ray Image Classification. ICAART (3) (2022)
Daniel Ferber, Felipe Vieira, João Dalben, Mariana Ferraz, Nicholas Sato, Gabriel Bianchin de Oliveira, Rafael Padilha, Zanoni Dias
Deep Learning-Based COVID-19 Diagnostics of Low-Quality CT Images. BSB (2021)
Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
Protein secondary structure prediction based on fusion of machine learning classifiers. SAC (2021)
Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
MMEC: Multi-Modal Ensemble Classifier for Protein Secondary Structure Prediction. CAIP (1) (2021)
Gabriel Bianchin de Oliveira, Rafael Padilha, André Dorte, Luis Cereda, Luiz Miyazaki, Maurício Lopes, Zanoni Dias
COVID-19 X-ray Image Diagnostic with Deep Neural Networks. BSB (2020)
Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
Ensemble of Bidirectional Recurrent Networks and Random Forests for Protein Secondary Structure Prediction. IWSSIP (2020)
Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
Fusion of BLAST and Ensemble of Classifiers for Protein Secondary Structure Prediction. SIBGRAPI (2020)