ProfileOfResearchers

TITLE: Second FRCSyn-onGoing: Winning solutions and post-challenge analysis to improve face recognition with synthetic data
AUTHORS: Ivan DeAndres Tame; Ruben Tolosana; Pietro Melzi; Rubén Vera Rodríguez; Minchul Kim; Christian Rathgeb; Xiaoming Liu; Luis F Gomez; Aythami Morales; Julian Fierrez; Javier Ortega Garcia; Zhizhou Zhong; Yuge Huang; Yuxi Mi; Shouhong Ding; Shuigeng Zhou; Shuai He; Lingzhi Fu; Heng Cong; Rongyu Zhang; Zhihong Xiao; Evgeny Smirnov; Anton Pimenov; Aleksei Grigorev; Denis Timoshenko; Kaleb Mesfin Asfaw; Cheng Yaw Low; Hao Liu; Chuyi Wang; Qing Zuo; Zhixiang He; Hatef Otroshi Shahreza; Anjith George; Alexander Unnervik; Parsa Rahimi; Sébastien Marcel; Pedro C. Neto ; Marco Huber; Jan Niklas Kolf; Naser Damer; Fadi Boutros; Jaime S Cardoso ; Ana Filipa Sequeira ; Andrea Atzori; Gianni Fenu; Mirko Marras; Vitomir Struc; Jiang Yu; Zhangjie Li; Jichun Li; Weisong Zhao; Zhen Lei; Xiangyu Zhu; Xiaoyu Zhang; Bernardo Biesseck; Pedro Vidal; Luiz Coelho; Roger Granada; David Menotti; ...More
PUBLISHED: 2025, SOURCE: Inf. Fusion, VOLUME: 120

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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

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TITLE: Active Supervision: Human in the Loop
AUTHORS: Cruz, Ricardo P. M. ; Shihavuddin, A. S. M.; Maruf, Md. Hasan; Cardoso, Jaime S. ;
PUBLISHED: 2024, SOURCE: 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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TITLE: Anonymizing medical case-based explanations through disentanglement Full Text
AUTHORS: Montenegro, Helena ; Cardoso, Jaime S. ;
PUBLISHED: 2024, SOURCE: MEDICAL IMAGE ANALYSIS, VOLUME: 95

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TITLE: Classification of Keratitis from Eye Corneal Photographs using Deep Learning
AUTHORS: Maria Miguel Beirão; João Matos; Tiago Gonçalves ; Camila Kase; Luis Filipe Nakayama; Denise de Freitas; Jaime S Cardoso ;
PUBLISHED: 2024, SOURCE: 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024 in IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024, Lisbon, Portugal, December 3-6, 2024

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

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TITLE: Deep Learning-based Prediction of Breast Cancer Tumor and Immune Phenotypes from Histopathology
AUTHORS: 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;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2404.16397

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TITLE: Disentangling morphed identities for face morphing detection
AUTHORS: Eduarda Caldeira; Pedro C Neto; Tiago Gonçalves ; Naser Damer; Ana F Sequeira ; Jaime S Cardoso ;
PUBLISHED: 2024, SOURCE: Science Talks, VOLUME: 10

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TITLE: Endpoint Detection in Breast Images for Automatic Classification of Breast Cancer Aesthetic Results
AUTHORS: Nuno Freitas; Carlos Veloso; Carlos Mavioso; Maria João Cardoso; Hélder P Oliveira ; Jaime S Cardoso ;
PUBLISHED: 2024, SOURCE: 1st Deep Breast Workshop on AI and Imaging for Diagnostic and Treatment Challenges in Breast Care, Deep-Breath 2024 in Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care - First Deep Breast Workshop, Deep-Breath 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings, VOLUME: 15451

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