Márcus V. L. Costa

According to our database, Márcus V. L. Costa authored at least 4 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

DEELE-Rad: exploiting deep radiomics features in deep learning models using COVID-19 chest X-ray images.

Márcus V. L. Costa, Erikson Júlio De Aguiar, Lucas Santiago Rodrigues, Caetano Traina, Agma J. M. Traina

Health Inf. Sci. Syst., December, 2025

2023

A Deep Learning-based Radiomics Approach for COVID-19 Detection from CXR Images using Ensemble Learning Model.

Márcus V. L. Costa, Erikson Júlio De Aguiar, Lucas Santiago Rodrigues, Jonathan S. Ramos, Caetano Traina, Agma J. M. Traina

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

Assessing Vulnerabilities of Deep Learning Explainability in Medical Image Analysis Under Adversarial Settings.

Erikson Júlio De Aguiar, Márcus V. L. Costa, Caetano Traina, Agma J. M. Traina

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022

Analysis of vertebrae without fracture on spine MRI to assess bone fragility: A Comparison of Traditional Machine Learning and Deep Learning.

Jonathan S. Ramos, Erikson Júlio De Aguiar, Ivar Vargas Belizario, Márcus V. L. Costa, Jamilly G. Maciel, Mirela T. Cazzolato, Caetano Traina, Marcello H. Nogueira-Barbosa, Agma J. M. Traina

Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022