Maria Helena Sampaio de Mendonça Montenegro e Almeida


AuthID: R-00K-15C

Publicações Confirmadas: 15



1
TÍTULO: A Disentangled Approach to Predict the Aesthetic Outcomes of Breast Cancer Treatment
AUTORES: Montenegro, Helena ; Cardoso, Maria J.; Cardoso, Jaime S. ;
PUBLICAÇÃO: 2025, FONTE: 18th European Conference on Computer Vision (ECCV) in COMPUTER VISION-ECCV 2024 WORKSHOPS, PT IX, VOLUME: 15631
INDEXADO EM: Scopus WOS DBLP CrossRef
NO MEU: ORCID
2
TÍTULO: An inpainting approach to manipulate asymmetry in pre-operative breast images
AUTORES: Helena Montenegro ; Maria João Cardoso; Jaime S Cardoso ;
PUBLICAÇÃO: 2025, FONTE: CoRR, VOLUME: abs/2502.05652
INDEXADO EM: DBLP
3
TÍTULO: Anatomically and Clinically Informed Deep Generative Model for Breast Surgery Outcome Prediction
AUTORES: Joana Santos; Helena Montenegro ; Eduard Bonci; Maria João Cardoso; Jaime S Cardoso ;
PUBLICAÇÃO: 2025, FONTE: 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
INDEXADO EM: Scopus DBLP CrossRef
NO MEU: ORCID
4
TÍTULO: Leveraging Cold Diffusion for the Decomposition of Identically Distributed Superimposed Images
AUTORES: Montenegro, Helena ; Cardoso, Jaime S. ;
PUBLICAÇÃO: 2025, FONTE: IEEE OPEN JOURNAL OF SIGNAL PROCESSING, VOLUME: 6
INDEXADO EM: Scopus WOS CrossRef
NO MEU: ORCID
5
TÍTULO: SiameseOrdinalCLIP: A Language-Guided Siamese Network for the Aesthetic Evaluation of Breast Cancer Locoregional Treatment
AUTORES: Luís F Teixeira; Helena Montenegro ; Eduard Bonci; Maria João Cardoso; Jaime S Cardoso ;
PUBLICAÇÃO: 2025, FONTE: 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
INDEXADO EM: Scopus DBLP CrossRef
NO MEU: ORCID
6
TÍTULO: Abstract PO3-19-11: CINDERELLA Clinical Trial (NCT05196269): using artificial intelligence-driven healthcare to enhance breast cancer locoregional treatment decisions
AUTORES: 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; ...Mais
PUBLICAÇÃO: 2024, FONTE: Cancer Research, VOLUME: 84, NÚMERO: 9_Supplement
INDEXADO EM: CrossRef Unpaywall
NO MEU: ORCID
7
TÍTULO: Anonymizing medical case-based explanations through disentanglement  Full Text
AUTORES: Montenegro, Helena ; Cardoso, Jaime S. ;
PUBLICAÇÃO: 2024, FONTE: MEDICAL IMAGE ANALYSIS, VOLUME: 95
INDEXADO EM: Scopus WOS DBLP CrossRef: 6
NO MEU: ORCID
8
TÍTULO: Explainable AI for medical image analysis
AUTORES: Carolina Brás; Helena Montenegro ; Leon Cai; Valentina Corbetta; Yuankai Huo; Wilson Silva; Jaime Cardoso; Bennett Landman; Ivana Išgum;
PUBLICAÇÃO: 2024, FONTE: Trustworthy Ai in Medical Imaging
INDEXADO EM: Scopus CrossRef
NO MEU: ORCID
9
TÍTULO: REPRODUCING ASYMMETRIES CAUSED BY BREAST CANCER TREATMENT IN PRE-OPERATIVE BREAST IMAGES
AUTORES: Freitas, Nuno ; Montenegro, Helena ; Cardoso, Maria J.; Cardoso, Jaime S. ;
PUBLICAÇÃO: 2024, FONTE: 21st IEEE International Symposium on Biomedical Imaging (ISBI) in IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, ISBI 2024
INDEXADO EM: Scopus WOS DBLP CrossRef: 1
NO MEU: ORCID
10
TÍTULO: Disentangled Representation Learning for Privacy-Preserving Case-Based Explanations
AUTORES: Montenegro, Helena ; Silva, Wilson ; Cardoso, Jaime S. ;
PUBLICAÇÃO: 2023, FONTE: 1st Workshop on Medical Applications with Disentanglements (MAD) at the MICCAI Conference in MEDICAL APPLICATIONS WITH DISENTANGLEMENTS, MAD 2022, VOLUME: 13823
INDEXADO EM: Scopus WOS DBLP CrossRef: 3
NO MEU: ORCID
Página 1 de 2. Total de resultados: 15.

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