Publications

Márcus v. L. Costa, Erikson J. De Aguiar, Lucas S. Rodrigues, Caetano Traina, Agma J. M. Traina (2024). DEELE-Rad: exploiting deep radiomics features in deep learning models using COVID-19 chest X-ray images. Health Information Science and Systems (HISS).

Cite Code DOI URL

Márcus v. L. Costa, Erikson J. De Aguiar, Lucas S. Rodrigues, Jonathan S. Ramos, Caetano Traina, Agma J. M. Traina (2023). A Deep Learning-based Radiomics Approach for COVID-19 Detection from CXR Images using Ensemble Learning Model. 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS).

Erikson J. De Aguiar, Márcus v. L. Costa, Caetano Traina, Agma J. M. Traina (2023). Assessing Vulnerabilities of Deep Learning Explainability in Medical Image Analysis Under Adversarial Settings. 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS).

Jonathan S. Ramos, Erikson J. De Aguiar, Ivar v. Belizario, Márcus v. L. Costa, Jamilly G. Maciel, Mirela T. Cazzolato, Caetano Traina, Marcello H. Nogueira-Barbosa, Agma J. M. Traina (2022). Analysis of vertebrae without fracture on spine MRI to assess bone fragility: A Comparison of Traditional Machine Learning and Deep Learning. 2022 IEEE 35th International Symposium on Computer-Based Medical Systems (CBMS).