| 2025 | CBMS | AI-Driven Lung-RADS Classification on CT Reports. | Tarcsio Lima Ferreira, Marcelo Costa Oliveira, Thales Vieira |
| 2024 | BIBE | Comparative Study of Large Language Models for Lung-RADS Classification in Portuguese CT Reports. | Tarcsio Lima Ferreira, Marcelo Costa Oliveira, Thales Miranda De Almeida Vieira |
| 2023 | BIBE | Lung-RADS + AI: A Tool for Quantifying the Risk of Lung Cancer in Computed Tomography Reports. | Tarcsio Lima Ferreira, Marcelo Costa Oliveira, Thales Miranda De Almeida Vieira |
| 2019 | CBMS | Efficient Hyperparameter Optimization of Convolutional Neural Networks on Classification of Early Pulmonary Nodules. | Lucas Lima, Jos Ferreira, Marcelo Costa Oliveira |
| 2015 | CBMS | Evaluating Margin Sharpness Analysis on Similar Pulmonary Nodule Retrieval. | Jos Raniery Ferreira Jr., Marcelo Costa Oliveira |
| 2014 | CBMS | Performance Evaluation of Medical Image Similarity Analysis in a Heterogeneous Architecture. | Jos Raniery Ferreira, Marcelo Costa Oliveira, Andre Lage Freitas |
| 2013 | HealthCom | A Bag-of-Tasks approach to speed up the lung nodules retrieval in the BigData age. | Marcelo Costa Oliveira, Jos Raniery Ferreira |
| 2007 | EATIS | Grid computing to make viable the content based medical image retrieval through the image registration techniques. | Marcelo Costa Oliveira, Walfredo Cirne, Jos Flvio Mendes Junior, Paulo Mazzoncini de Azevedo Marques |