Helena Montenegro

15 papers Journal 6Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
An inpainting approach to manipulate asymmetry in pre-operative breast images.
CoRR
Helena Montenegro, Maria João Cardoso, Jaime S. Cardoso
2025 — conf
Anatomically and Clinically Informed Deep Generative Model for Breast Surgery Outcome Prediction.
Deep-Breath@MICCAI
Joana Santos, Helena Montenegro, Eduard Bonci, Maria João Cardoso, Jaime S. Cardoso
2025 — conf
Intrinsically-Interpretable Siamese Networks for Identity Recognition.
ICCVW
Marco A. Rocha, Jaime S. Cardoso, Helena Montenegro
2025 — conf
SiameseOrdinalCLIP: A Language-Guided Siamese Network for the Aesthetic Evaluation of Breast Cancer Locoregional Treatment.
Deep-Breath@MICCAI
Luís F. Teixeira, Helena Montenegro, Eduard Bonci, Maria João Cardoso, Jaime S. Cardoso
2024 — conf
A Disentangled Approach to Predict the Aesthetic Outcomes of Breast Cancer Treatment.
ECCV Workshops (9)
Helena Montenegro, Maria João Cardoso, Jaime S. Cardoso
2024 J jnl
Anonymizing medical case-based explanations through disentanglement.
Medical Image Anal.
Helena Montenegro, Jaime S. Cardoso
2024 — conf
Reproducing Asymmetries Caused by Breast Cancer Treatment in Pre-Operative Breast Images.
ISBI
Nuno Freitas, Helena Montenegro, Maria João Cardoso, Jaime S. Cardoso
2023 J jnl
Anonymizing medical case-based explanations through disentanglement.
CoRR
Helena Montenegro, Jaime S. Cardoso
2023 — conf
Detecting Concepts and Generating Captions from Medical Images: Contributions of the VCMI Team to ImageCLEFmedical Caption 2023.
CLEF (Working Notes)
Isabel Rio-Torto, Cristiano Patrício, Helena Montenegro, Tiago Gonçalves, Jaime S. Cardoso
2023 — conf
Evaluating Privacy on Synthetic Images Generated using GANs: Contributions of the VCMI Team to ImageCLEFmedical GANs 2023.
CLEF (Working Notes)
Helena Montenegro, Pedro C. Neto, Cristiano Patrício, Isabel Rio-Torto, Tiago Gonçalves, Luís F. Teixeira
2022 — conf
Detecting Concepts and Generating Captions from Medical Images: Contributions of the VCMI Team to ImageCLEFmedical 2022 Caption.
CLEF (Working Notes)
Isabel Rio-Torto, Cristiano Patrício, Helena Montenegro, Tiago Gonçalves
2022 — conf
Disentangled Representation Learning for Privacy-Preserving Case-Based Explanations.
MAD@MICCAI
Helena Montenegro, Wilson Silva, Jaime S. Cardoso
2022 J jnl
Privacy-Preserving Case-Based Explanations: Enabling Visual Interpretability by Protecting Privacy.
IEEE Access
Helena Montenegro, Wilson Silva, Alex Gaudio, Matt Fredrikson, Asim Smailagic, Jaime S. Cardoso
2021 J jnl
Privacy-Preserving Generative Adversarial Network for Case-Based Explainability in Medical Image Analysis.
IEEE Access
Helena Montenegro, Wilson Silva, Jaime S. Cardoso
2021 J jnl
Towards Privacy-preserving Explanations in Medical Image Analysis.
CoRR
Helena Montenegro, Wilson Silva, Jaime S. Cardoso