Maria Helena Sampaio de Mendonça Montenegro e Almeida
AuthID: R-00K-15C
1
TITLE: Anonymizing medical case-based explanations through disentanglement Full Text
AUTHORS: Montenegro, Helena; Cardoso, Jaime S. ;
PUBLISHED: 2024, SOURCE: MEDICAL IMAGE ANALYSIS, VOLUME: 95
AUTHORS: Montenegro, Helena; Cardoso, Jaime S. ;
PUBLISHED: 2024, SOURCE: MEDICAL IMAGE ANALYSIS, VOLUME: 95
2
TITLE: Reproducing Asymmetries Caused by Breast Cancer Treatment in Pre-Operative Breast Images
AUTHORS: Nuno Freitas; Helena Montenegro; Maria João Cardoso; Jaime S Cardoso ;
PUBLISHED: 2024, SOURCE: 21st IEEE International Symposium on Biomedical Imaging, ISBI 2024 in IEEE International Symposium on Biomedical Imaging, ISBI 2024, Athens, Greece, May 27-30, 2024
AUTHORS: Nuno Freitas; Helena Montenegro; Maria João Cardoso; Jaime S Cardoso ;
PUBLISHED: 2024, SOURCE: 21st IEEE International Symposium on Biomedical Imaging, ISBI 2024 in IEEE International Symposium on Biomedical Imaging, ISBI 2024, Athens, Greece, May 27-30, 2024
INDEXED IN: 
Scopus 
DBLP
Scopus DBLP3
TITLE: Disentangled Representation Learning for Privacy-Preserving Case-Based Explanations
AUTHORS: Montenegro, Helena; Silva, Wilson; Cardoso, Jaime S. ;
PUBLISHED: 2023, SOURCE: 1st Workshop on Medical Applications with Disentanglements (MAD) at the MICCAI Conference in MEDICAL APPLICATIONS WITH DISENTANGLEMENTS, MAD 2022, VOLUME: 13823
AUTHORS: Montenegro, Helena; Silva, Wilson; Cardoso, Jaime S. ;
PUBLISHED: 2023, SOURCE: 1st Workshop on Medical Applications with Disentanglements (MAD) at the MICCAI Conference in MEDICAL APPLICATIONS WITH DISENTANGLEMENTS, MAD 2022, VOLUME: 13823
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TITLE: Evaluating Privacy on Synthetic Images Generated using GANs: Contributions of the VCMI Team to ImageCLEFmedical GANs 2023 PDF
AUTHORS: Helena Montenegro; Pedro C Neto ; Cristiano Patrício; Isabel Rio Torto ; Tiago Gonçalves; Luis F. Teixeira ;
PUBLISHED: 2023, SOURCE: 24th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF-WN 2023 in Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), Thessaloniki, Greece, September 18th to 21st, 2023., VOLUME: 3497
AUTHORS: Helena Montenegro; Pedro C Neto ; Cristiano Patrício; Isabel Rio Torto ; Tiago Gonçalves; Luis F. Teixeira ;
PUBLISHED: 2023, SOURCE: 24th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF-WN 2023 in Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), Thessaloniki, Greece, September 18th to 21st, 2023., VOLUME: 3497
INDEXED IN: Scopus DBLP
Scopus DBLP5
TITLE: Privacy-Preserving Case-Based Explanations: Enabling Visual Interpretability by Protecting Privacy
AUTHORS: Montenegro, Helena; Silva, Wilson ; Gaudio, Alex; Fredrikson, Matt; Smailagic, Asim; Cardoso, Jaime S. ;
PUBLISHED: 2022, SOURCE: IEEE ACCESS, VOLUME: 10
AUTHORS: Montenegro, Helena; Silva, Wilson ; Gaudio, Alex; Fredrikson, Matt; Smailagic, Asim; Cardoso, Jaime S. ;
PUBLISHED: 2022, SOURCE: IEEE ACCESS, VOLUME: 10
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TITLE: Privacy-Preserving Generative Adversarial Network for Case-Based Explainability in Medical Image Analysis
AUTHORS: Montenegro, H; Silva, W ; Cardoso, JS ;
PUBLISHED: 2021, SOURCE: IEEE ACCESS, VOLUME: 9
AUTHORS: Montenegro, H; Silva, W ; Cardoso, JS ;
PUBLISHED: 2021, SOURCE: IEEE ACCESS, VOLUME: 9
