Marcelo Costa Oliveira

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 13

Top Topics

Image Similarity

Convolutional Neural Networks

Thoracic Ct Images

Top Venues

J. Digit. Imaging

BMC Medical Informatics Decis. Mak.

Publications

Tarcísio Lima Ferreira, Marcelo Costa Oliveira, Thales Miranda De Almeida Vieira
Lung-RADS + AI: A Tool for Quantifying the Risk of Lung Cancer in Computed Tomography Reports. BIBE (2023)
Lucas Lins de Lima, José Raniery Ferreira Jr., Marcelo Costa Oliveira
Toward classifying small lung nodules with hyperparameter optimization of convolutional neural networks. Comput. Intell. 37 (4) (2021)
Lucas Lima, José Ferreira, Marcelo Costa Oliveira
Efficient Hyperparameter Optimization of Convolutional Neural Networks on Classification of Early Pulmonary Nodules. CBMS (2019)
José Raniery Ferreira Jr., Marcelo Costa Oliveira, Paulo Mazzoncini de Azevedo Marques
Characterization of Pulmonary Nodules Based on Features of Margin Sharpness and Texture. J. Digit. Imaging 31 (4) (2018)
José Raniery Ferreira Jr., Marcelo Costa Oliveira, Paulo Mazzoncini de Azevedo Marques
Integrating 3D image descriptors of margin sharpness and texture on a GPU-optimized similar pulmonary nodule retrieval engine. J. Supercomput. 73 (8) (2017)
José Raniery Ferreira, Paulo Mazzoncini de Azevedo Marques, Marcelo Costa Oliveira
Selecting relevant 3D image features of margin sharpness and texture for lung nodule retrieval. Int. J. Comput. Assist. Radiol. Surg. 12 (3) (2017)
David Jones Ferreira de Lucena, José Raniery Ferreira Jr., Aydano Pamponet Machado, Marcelo Costa Oliveira
Automatic weighing attribute to retrieve similar lung cancer nodules. BMC Medical Informatics Decis. Mak. 16 (S-2) (2016)
José Raniery Ferreira, Marcelo Costa Oliveira, Paulo Mazzoncini de Azevedo Marques
Cloud-Based NoSQL Open Database of Pulmonary Nodules for Computer-Aided Lung Cancer Diagnosis and Reproducible Research. J. Digit. Imaging 29 (6) (2016)
Ailton Felix, Marcelo Costa Oliveira, Aydano Machado, José Raniery Ferreira
Using 3D Texture and Margin Sharpness Features on Classification of Small Pulmonary Nodules. SIBGRAPI (2016)
José Raniery Ferreira Jr., Marcelo Costa Oliveira
Evaluating Margin Sharpness Analysis on Similar Pulmonary Nodule Retrieval. CBMS (2015)
David Jones Ferreira de Lucena, Marcelo Costa Oliveira, Aydano Pamponet Machado
Proposal of Local Automatic Weighing Attribute in CBIR. MedInfo (2015)
Luan Henrique Santos Simões de Almeida, Marcelo Costa Oliveira
A Medical Image Backup Architecture Based on a NoSQL Database and Cloud Computing Services. MedInfo (2015)
José Raniery Ferreira Jr., Marcelo Costa Oliveira, Paulo Mazzoncini de Azevedo Marques
Design of a Graph-Based System for Similar Case Retrieval of Pulmonary Nodules. MedInfo (2015)
José Raniery Ferreira, Marcelo Costa Oliveira, Andre Lage Freitas
Performance Evaluation of Medical Image Similarity Analysis in a Heterogeneous Architecture. CBMS (2014)
Marcelo Costa Oliveira, José Raniery Ferreira
A Bag-of-Tasks approach to speed up the lung nodules retrieval in the BigData age. Healthcom (2013)
Marcelo Costa Oliveira, Walfredo Cirne, Paulo Mazzoncini de Azevedo Marques
Towards applying content-based image retrieval in the clinical routine. Future Gener. Comput. Syst. 23 (3) (2007)
Marcelo Costa Oliveira, Walfredo Cirne, José Flávio Mendes Junior, Paulo Mazzoncini de Azevedo Marques
Grid computing to make viable the content based medical image retrieval through the image registration techniques. EATIS (2007)