Marcelo Costa Oliveira

21 papers B 4C 4Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2025 B conf
AI-Driven Lung-RADS Classification on CT Reports.
CBMS
Tarcísio Lima Ferreira, Marcelo Costa Oliveira, Thales Vieira
2025 J jnl
End-to-end automated student attendance recording system using surveillance camera.
Revista Brasileira de Informática na Educ.
John Davi Dutra Canuto Pires, Marcelo Costa Oliveira, Baldoino Fonseca dos Santos Neto, Márcio de Medeiros Ribeiro, Rafael Sampaio de Melo Fragoso
2025 J jnl
Predictive system for failure of basic education student.
Revista Brasileira de Informática na Educ.
Bruna Damaris Ramos dos Santos, Marcelo Costa Oliveira, Daniel Alisson Feitosa Lopes, Rafael Sampaio de Melo Fragoso, Baldoino Fonseca dos Santos Neto
2024 C conf
Comparative Study of Large Language Models for Lung-RADS Classification in Portuguese CT Reports.
BIBE
Tarcísio Lima Ferreira, Marcelo Costa Oliveira, Thales Miranda De Almeida Vieira
2023 C conf
Lung-RADS + AI: A Tool for Quantifying the Risk of Lung Cancer in Computed Tomography Reports.
BIBE
Tarcísio Lima Ferreira, Marcelo Costa Oliveira, Thales Miranda De Almeida Vieira
2021 J jnl
Toward classifying small lung nodules with hyperparameter optimization of convolutional neural networks.
Comput. Intell.
Lucas Lins de Lima, José Raniery Ferreira Jr., Marcelo Costa Oliveira
2019 B conf
Efficient Hyperparameter Optimization of Convolutional Neural Networks on Classification of Early Pulmonary Nodules.
CBMS
Lucas Lima, José Ferreira, Marcelo Costa Oliveira
2018 J jnl
Characterization of Pulmonary Nodules Based on Features of Margin Sharpness and Texture.
J. Digit. Imaging
José Raniery Ferreira Jr., Marcelo Costa Oliveira, Paulo Mazzoncini de Azevedo Marques
2017 J jnl
Integrating 3D image descriptors of margin sharpness and texture on a GPU-optimized similar pulmonary nodule retrieval engine.
J. Supercomput.
José Raniery Ferreira Jr., Marcelo Costa Oliveira, Paulo Mazzoncini de Azevedo Marques
2017 J jnl
Selecting relevant 3D image features of margin sharpness and texture for lung nodule retrieval.
Int. J. Comput. Assist. Radiol. Surg.
José Raniery Ferreira, Paulo Mazzoncini de Azevedo Marques, Marcelo Costa Oliveira
2016 J jnl
Automatic weighing attribute to retrieve similar lung cancer nodules.
BMC Medical Informatics Decis. Mak.
David Jones Ferreira de Lucena, José Raniery Ferreira Jr., Aydano Pamponet Machado, Marcelo Costa Oliveira
2016 J jnl
Cloud-Based NoSQL Open Database of Pulmonary Nodules for Computer-Aided Lung Cancer Diagnosis and Reproducible Research.
J. Digit. Imaging
José Raniery Ferreira, Marcelo Costa Oliveira, Paulo Mazzoncini de Azevedo Marques
2016 — conf
Using 3D Texture and Margin Sharpness Features on Classification of Small Pulmonary Nodules.
SIBGRAPI
Ailton Felix, Marcelo Costa Oliveira, Aydano Machado, José Raniery Ferreira
2015 — conf
A Medical Image Backup Architecture Based on a NoSQL Database and Cloud Computing Services.
MedInfo
Luan Henrique Santos Simões de Almeida, Marcelo Costa Oliveira
2015 — conf
Design of a Graph-Based System for Similar Case Retrieval of Pulmonary Nodules.
MedInfo
José Raniery Ferreira Jr., Marcelo Costa Oliveira, Paulo Mazzoncini de Azevedo Marques
2015 B conf
Evaluating Margin Sharpness Analysis on Similar Pulmonary Nodule Retrieval.
CBMS
José Raniery Ferreira Jr., Marcelo Costa Oliveira
2015 — conf
Proposal of Local Automatic Weighing Attribute in CBIR.
MedInfo
David Jones Ferreira de Lucena, Marcelo Costa Oliveira, Aydano Pamponet Machado
2014 B conf
Performance Evaluation of Medical Image Similarity Analysis in a Heterogeneous Architecture.
CBMS
José Raniery Ferreira, Marcelo Costa Oliveira, Andre Lage Freitas
2013 C conf
A Bag-of-Tasks approach to speed up the lung nodules retrieval in the BigData age.
Healthcom
Marcelo Costa Oliveira, José Raniery Ferreira
2007 C conf
Grid computing to make viable the content based medical image retrieval through the image registration techniques.
EATIS
Marcelo Costa Oliveira, Walfredo Cirne, José Flávio Mendes Junior, Paulo Mazzoncini de Azevedo Marques
2007 J jnl
Towards applying content-based image retrieval in the clinical routine.
Future Gener. Comput. Syst.
Marcelo Costa Oliveira, Walfredo Cirne, Paulo Mazzoncini de Azevedo Marques