Maria Helena Sampaio de Mendonça Montenegro e Almeida
AuthID: R-00K-15C
1
TITLE: Leveraging Cold Diffusion for the Decomposition of Identically Distributed Superimposed Images
AUTHORS: Montenegro, Helena; Cardoso, Jaime S. ;
PUBLISHED: 2025, SOURCE: IEEE OPEN JOURNAL OF SIGNAL PROCESSING, VOLUME: 6
AUTHORS: Montenegro, Helena; Cardoso, Jaime S. ;
PUBLISHED: 2025, SOURCE: IEEE OPEN JOURNAL OF SIGNAL PROCESSING, VOLUME: 6
2
TITLE: Abstract PO3-19-11: CINDERELLA Clinical Trial (NCT05196269): using artificial intelligence-driven healthcare to enhance breast cancer locoregional treatment decisions
AUTHORS: Eduard-Alexandru Bonci; Orit Kaidar Person; Marília Antunes; Oriana Ciani; Helena Cruz; Rosa Di Micco; Oreste Davide Gentilini; Nicole Rotmensz; Pedro Gouveia; Jörg Heil; Pawel Kabata; Nuno Freitas; Tiago Gonçalves ; Miguel Romariz ; Helena Montenegro; Hélder P. Oliveira; Jaime S. Cardoso ; Henrique Martins; Daniela Lopes; Marta Martinho; ...More
PUBLISHED: 2024, SOURCE: Cancer Research, VOLUME: 84, ISSUE: 9_Supplement
AUTHORS: Eduard-Alexandru Bonci; Orit Kaidar Person; Marília Antunes; Oriana Ciani; Helena Cruz; Rosa Di Micco; Oreste Davide Gentilini; Nicole Rotmensz; Pedro Gouveia; Jörg Heil; Pawel Kabata; Nuno Freitas; Tiago Gonçalves ; Miguel Romariz ; Helena Montenegro; Hélder P. Oliveira; Jaime S. Cardoso ; Henrique Martins; Daniela Lopes; Marta Martinho; ...More
PUBLISHED: 2024, SOURCE: Cancer Research, VOLUME: 84, ISSUE: 9_Supplement
3
TITLE: Explainable AI for medical image analysis
AUTHORS: Carolina Brás; Helena Montenegro; Leon Cai; Valentina Corbetta; Yuankai Huo; Wilson Silva; Jaime Cardoso; Bennett Landman; Ivana Išgum;
PUBLISHED: 2024, SOURCE: Trustworthy Ai in Medical Imaging
AUTHORS: Carolina Brás; Helena Montenegro; Leon Cai; Valentina Corbetta; Yuankai Huo; Wilson Silva; Jaime Cardoso; Bennett Landman; Ivana Išgum;
PUBLISHED: 2024, SOURCE: Trustworthy Ai in Medical Imaging
4
TITLE: A Disentangled Approach to Predict the Aesthetic Outcomes of Breast Cancer Treatment
AUTHORS: Helena Montenegro; Maria João Cardoso; Jaime S Cardoso ;
PUBLISHED: 2024, SOURCE: Workshops that were held in conjunction with the 18th European Conference on Computer Vision, ECCV 2024 in Computer Vision - ECCV 2024 Workshops - Milan, Italy, September 29-October 4, 2024, Proceedings, Part IX, VOLUME: 15631
AUTHORS: Helena Montenegro; Maria João Cardoso; Jaime S Cardoso ;
PUBLISHED: 2024, SOURCE: Workshops that were held in conjunction with the 18th European Conference on Computer Vision, ECCV 2024 in Computer Vision - ECCV 2024 Workshops - Milan, Italy, September 29-October 4, 2024, Proceedings, Part IX, VOLUME: 15631
5
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
6
TITLE: Evaluating the ability of an artificial-intelligence cloud-based platform designed to provide information prior to locoregional therapy for breast cancer in improving patient's satisfaction with therapy: The CINDERELLA trial Full Text
AUTHORS: Orit Kaidar Person; Marilia Antunes ; Jaime Cardoso ; Oriana Ciani; Helena Cruz; Rosa Di Micco; Oreste Gentilini; Tiago Gonçalves ; Pedro Gouveia; Jörg Heil; Pawel Kabata; Daniela Lopes; Marta Martinho; Henrique Martins; Carlos Mavioso; Martin Mika; Helena Montenegro; Helder Oliveira ; André Pfob; Nicole Rotmensz; ...More
PUBLISHED: 2023, SOURCE: PLOS ONE, VOLUME: 18, ISSUE: 8
AUTHORS: Orit Kaidar Person; Marilia Antunes ; Jaime Cardoso ; Oriana Ciani; Helena Cruz; Rosa Di Micco; Oreste Gentilini; Tiago Gonçalves ; Pedro Gouveia; Jörg Heil; Pawel Kabata; Daniela Lopes; Marta Martinho; Henrique Martins; Carlos Mavioso; Martin Mika; Helena Montenegro; Helder Oliveira ; André Pfob; Nicole Rotmensz; ...More
PUBLISHED: 2023, SOURCE: PLOS ONE, VOLUME: 18, ISSUE: 8
7
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 ; Luís 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 ; Luís 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 DBLP8
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
9
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
10
TITLE: Towards Privacy-preserving Explanations in Medical Image Analysis PDF
AUTHORS: Helena Montenegro; Wilson Silva; Jaime S Cardoso ;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2107.09652
AUTHORS: Helena Montenegro; Wilson Silva; Jaime S Cardoso ;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2107.09652
INDEXED IN: DBLP 
arXiv
DBLP arXiv