ProfileOfResearchers

TITLE: A survey on cell nuclei instance segmentation and classification: Leveraging context and attention
AUTHORS: Nunes, Joao D. ; Montezuma, Diana; Oliveira, Domingos; Pereira, Tania ; Cardoso, Jaime S. ;
PUBLISHED: 2025, SOURCE: MEDICAL IMAGE ANALYSIS, VOLUME: 99

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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

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TITLE: Bridging Domain Gaps in Computational Pathology: A Comparative Study of Adaptation Strategies Full Text
AUTHORS: Nunes, Joao D.; Montezuma, Diana; Oliveira, Domingos; Pereira, Tania ; Zlobec, Inti; Pinto, Isabel Macedo; Cardoso, Jaime S. ;
PUBLISHED: 2025, SOURCE: SENSORS, VOLUME: 25, ISSUE: 9

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TITLE: CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image Classification
AUTHORS: Cristiano Patrício; Isabel Rio Torto ; Jaime S Cardoso ; Luís F Teixeira ; João C Neves;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2501.12266

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TITLE: CNN explanation methods for ordinal regression tasks Full Text
AUTHORS: Barbero Gomez, Javier; Cruz, Ricardo P. M. ; Cardoso, Jaime S. ; Gutierrez, Pedro A.; Hervas Martinez, Cesar;
PUBLISHED: 2025, SOURCE: NEUROCOMPUTING, VOLUME: 615

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TITLE: CountPath: Automating Fragment Counting in Digital Pathology
AUTHORS: Ana Beatriz Vieira; Maria Valente; Diana Montezuma; Tomé Albuquerque; Liliana Ribeiro; Domingos Oliveira; João C Monteiro; Sofia Gonçalves; Isabel M Pinto; Jaime S Cardoso ; Arlindo L Oliveira;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2503.10520

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TITLE: ECG Biometrics
AUTHORS: João Ribeiro Pinto; Jaime Cardoso ;
PUBLISHED: 2025, SOURCE: Encyclopedia of Cryptography, Security and Privacy, Third Edition

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