Maria Helena Sampaio de Mendonça Montenegro e Almeida


AuthID: R-00K-15C

Confirmed Publications: 15



1
TITLE: A Disentangled Approach to Predict the Aesthetic Outcomes of Breast Cancer Treatment
AUTHORS: Montenegro, Helena ; Cardoso, Maria J.; Cardoso, Jaime S. ;
PUBLISHED: 2025, SOURCE: 18th European Conference on Computer Vision (ECCV) in COMPUTER VISION-ECCV 2024 WORKSHOPS, PT IX, VOLUME: 15631
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID
2
TITLE: An inpainting approach to manipulate asymmetry in pre-operative breast images
AUTHORS: Helena Montenegro ; Maria João Cardoso; Jaime S Cardoso ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2502.05652
INDEXED IN: DBLP
3
TITLE: Anatomically and Clinically Informed Deep Generative Model for Breast Surgery Outcome Prediction
AUTHORS: Joana Santos; Helena Montenegro ; Eduard Bonci; Maria João Cardoso; Jaime S Cardoso ;
PUBLISHED: 2025, SOURCE: 2nd Deep Breast Workshop on Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care, Deep-Breath 2025, held in conjunction with the 28th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2025 in Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care - Second Deep Breast Workshop, Deep-Breath 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings, VOLUME: 16142
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID
4
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
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
5
TITLE: SiameseOrdinalCLIP: A Language-Guided Siamese Network for the Aesthetic Evaluation of Breast Cancer Locoregional Treatment
AUTHORS: Luís F Teixeira; Helena Montenegro ; Eduard Bonci; Maria João Cardoso; Jaime S Cardoso ;
PUBLISHED: 2025, SOURCE: 2nd Deep Breast Workshop on Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care, Deep-Breath 2025, held in conjunction with the 28th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2025 in Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care - Second Deep Breast Workshop, Deep-Breath 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings, VOLUME: 16142
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID
6
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; Ludovica Borsoi; Elisabetta Listorti; Carlos Mavioso; Martin Mika; André Pfob; Timo Schinköthe; Giovani Silva; Maria-Joao Cardoso; ...More
PUBLISHED: 2024, SOURCE: Cancer Research, VOLUME: 84, ISSUE: 9_Supplement
INDEXED IN: CrossRef Unpaywall
IN MY: ORCID
7
TITLE: Anonymizing medical case-based explanations through disentanglement  Full Text
AUTHORS: Montenegro, Helena ; Cardoso, Jaime S. ;
PUBLISHED: 2024, SOURCE: MEDICAL IMAGE ANALYSIS, VOLUME: 95
INDEXED IN: Scopus WOS DBLP CrossRef: 6
IN MY: ORCID
8
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
INDEXED IN: Scopus CrossRef
IN MY: ORCID
9
TITLE: REPRODUCING ASYMMETRIES CAUSED BY BREAST CANCER TREATMENT IN PRE-OPERATIVE BREAST IMAGES
AUTHORS: Freitas, Nuno ; Montenegro, Helena ; Cardoso, Maria J.; Cardoso, Jaime S. ;
PUBLISHED: 2024, SOURCE: 21st IEEE International Symposium on Biomedical Imaging (ISBI) in IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, ISBI 2024
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID
10
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
INDEXED IN: Scopus WOS DBLP CrossRef: 3
IN MY: ORCID
Page 1 of 2. Total results: 15.

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