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Helena Montenegro
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 8
Top Topics
Medical Images
Multi Party
Vertically Partitioned Data
Privacy Preservation
Top Venues
CLEF (Working Notes)
CoRR
IEEE Access
MAD@MICCAI
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Publications
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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)