Institute of Mathematics and Computer Science

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

Erikson J. de Aguiar, Márcus V. L. Costa, Caetano Traina et al.

2023 · 5 Zit.

Leveraging Large Language Models for Tacit Knowledge Discovery in Organizational Contexts

Gianlucca Zuin, Saulo Mastelini, Túlio C. Loures et al.

2025 · 1 Zit.

Machine Learning for Automated Classification of Vertebral Bodies with a Propensity to Fragility Fracture

Victor Hugo Zani, Joao Pedro Timossi Rozette, Giorgio Luciano et al.

2025 · 0 Zit.

Statistical Invariance vs. AI Safety: Why Prompt Filtering Fails Against Contextual Attacks

Aline Ioste, Sarajane Marques Peres, Marcelo Finger

2026 · 0 Zit.

Automated Machine Learning in medical research: A systematic literature mapping study

Giovanna A. Castro, Luiza G Barioto, Yu Cao et al.

2025 · 0 Zit.

Abstract PS3-04-11: Explainable machine learning reveals hidden hereditary risk of breast cancer beyond TP53: insights from Brazilian families with high prevalence of the p.R337H mutation

J. Casali da Rocha, A. C. Ricciardi, G. B. Pinheiro1 et al.

2026 · 0 Zit.

TraiRANN : Evaluating Data Reduction Methods for Neural Network Training in Medical Applications

Masato Uchida, Igor Alberte Rodrigues Eleutério, Márcus V. L. Costa et al.

2025 · 0 Zit.