Security and Privacy in Machine Learning for Health Systems: Strategies and Challenges
de Aguiar, Erikson J., Traina, Caetano, Traina, Agma J. M.
Published in Yearbook of medical informatics (26.12.2023)
Published in Yearbook of medical informatics (26.12.2023)
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Journal Article
Assessing Vulnerabilities of Deep Learning Explainability in Medical Image Analysis Under Adversarial Settings
De Aguiar, Erikson J., Costa, Marcus V. L., Traina, Caetano, Traina, Agma J. M.
Published in 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS) (01.06.2023)
Published in 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS) (01.06.2023)
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Conference Proceeding
A Deep Learning-based Radiomics Approach for COVID-19 Detection from CXR Images using Ensemble Learning Model
Costa, Marcus V. L., de Aguiar, Erikson J., Rodrigues, Lucas S., Ramos, Jonathan S., Traina, Caetano, Traina, Agma J. M.
Published in 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS) (01.06.2023)
Published in 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS) (01.06.2023)
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Conference Proceeding
Analysis of vertebrae without fracture on spine MRI to assess bone fragility: A Comparison of Traditional Machine Learning and Deep Learning
Ramos, Jonathan S., de Aguiar, Erikson J., Belizario, Ivar V., Costa, Marcus V. L., Maciel, Jamilly G., Cazzolato, Mirela T., Traina, Caetano, Nogueira-Barbosa, Marcello H., Traina, Agma J. M.
Published in 2022 IEEE 35th International Symposium on Computer-Based Medical Systems (CBMS) (01.07.2022)
Published in 2022 IEEE 35th International Symposium on Computer-Based Medical Systems (CBMS) (01.07.2022)
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Conference Proceeding
Security and Privacy in Machine Learning for Health Systems: Strategies and Challenges
de Aguiar, Erikson J, Traina, Jr, Caetano, Traina, Agma J M
Published in Yearbook of medical informatics (01.08.2023)
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Published in Yearbook of medical informatics (01.08.2023)
Journal Article