Helena Montenegro

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Vertically Partitioned Data

Medical Image Analysis

Privacy Preservation

Top Venues

CLEF (Working Notes)

Medical Image Anal.

Publications

Helena Montenegro, Jaime S. Cardoso
Anonymizing medical case-based explanations through disentanglement. Medical Image Anal. 95 (2024)
Helena Montenegro, Pedro C. Neto, Cristiano Patrício, Isabel Rio-Torto, Tiago Gonçalves, Luís F. Teixeira
Evaluating Privacy on Synthetic Images Generated using GANs: Contributions of the VCMI Team to ImageCLEFmedical GANs 2023. CLEF (Working Notes) (2023)
Helena Montenegro, Jaime S. Cardoso
Anonymizing medical case-based explanations through disentanglement. CoRR (2023)
Isabel Rio-Torto, Cristiano Patrício, Helena Montenegro, Tiago Gonçalves, Jaime S. Cardoso
Detecting Concepts and Generating Captions from Medical Images: Contributions of the VCMI Team to ImageCLEFmedical Caption 2023. CLEF (Working Notes) (2023)
Isabel Rio-Torto, Cristiano Patrício, Helena Montenegro, Tiago Gonçalves
Detecting Concepts and Generating Captions from Medical Images: Contributions of the VCMI Team to ImageCLEFmedical 2022 Caption. CLEF (Working Notes) (2022)
Helena Montenegro, Wilson Silva, Alex Gaudio, Matt Fredrikson, Asim Smailagic, Jaime S. Cardoso
Privacy-Preserving Case-Based Explanations: Enabling Visual Interpretability by Protecting Privacy. IEEE Access 10 (2022)
Helena Montenegro, Wilson Silva, Jaime S. Cardoso
Disentangled Representation Learning for Privacy-Preserving Case-Based Explanations. MAD@MICCAI (2022)
Helena Montenegro, Wilson Silva, Jaime S. Cardoso
Privacy-Preserving Generative Adversarial Network for Case-Based Explainability in Medical Image Analysis. IEEE Access 9 (2021)
Helena Montenegro, Wilson Silva, Jaime S. Cardoso
Towards Privacy-preserving Explanations in Medical Image Analysis. CoRR (2021)