ProfileOfResearchers

TÃTULO: Towards Utilizing Robust Radiance Fields for 3D Reconstruction of Breast Aesthetics
AUTORES: Gonçalo Pinto; Mohammad Hossein Zolfagharnasab; Luís F Teixeira ; Helena Cruz; 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

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TÃTULO: Unimodal Distributions for Ordinal Regression
AUTORES: Jaime S Cardoso ; Ricardo P M Cruz ; Tomé Albuquerque ;
PUBLICAÇÃO: 2025, FONTE: IEEE Trans. Artif. Intell., VOLUME: 6, NÚMERO: 9

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TÃTULO: 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

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TÃTULO: Active Supervision: Human in the Loop
AUTORES: Cruz, Ricardo P. M. ; Shihavuddin, A. S. M.; Maruf, Md. Hasan; Cardoso, Jaime S. ;
PUBLICAÇÃO: 2024, FONTE: 26th Iberoamerican Congress on Pattern Recognition (CIARP) in PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS, COMPUTER VISION, AND APPLICATIONS, CIARP 2023, PT I, VOLUME: 14469

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TÃTULO: Anonymizing medical case-based explanations through disentanglement Full Text
AUTORES: Montenegro, Helena ; Cardoso, Jaime S. ;
PUBLICAÇÃO: 2024, FONTE: MEDICAL IMAGE ANALYSIS, VOLUME: 95

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TÃTULO: Classification of Keratitis from Eye Corneal Photographs using Deep Learning
AUTORES: Beirao, Maria Miguel; Matos, Joao; Goncalves, Tiago ; Kase, Camila; Nakayama, Luis Filipe; de Freitas, Denise; Cardoso, Jaime S. ;
PUBLICAÇÃO: 2024, FONTE: 2024 International Conference on Bioinformatics and Biomedicine in 2024 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE, BIBM

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TÃTULO: Classification of Pulmonary Nodules in 2-[<SUP>18</SUP>F]FDG PET/CT Images with a 3D Convolutional Neural Network
AUTORES: Alves, Victor Manuel; dos Santos Cardoso, Jaime ; Gama, Joao ;
PUBLICAÇÃO: 2024, FONTE: NUCLEAR MEDICINE AND MOLECULAR IMAGING, VOLUME: 58, NÚMERO: 1

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TÃTULO: Deep Learning-based Prediction of Breast Cancer Tumor and Immune Phenotypes from Histopathology
AUTORES: Tiago Gonçalves; Dagoberto Pulido Arias; Julian Willett; Katharina Viktoria Hoebel; Mason C Cleveland; Syed Rakin Ahmed; Elizabeth R Gerstner; Jayashree Kalpathy Cramer; Jaime S Cardoso ; Christopher P Bridge; Albert E Kim;
PUBLICAÇÃO: 2024, FONTE: CoRR, VOLUME: abs/2404.16397

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