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TITLE: A two-step concept-based approach for enhanced interpretability and trust in skin lesion diagnosis
AUTHORS: Patricio, Cristiano ; Teixeira, Luis F. ; Neves, Joao C.;
PUBLISHED: 2025, SOURCE: COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, VOLUME: 28
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: DBLP
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TITLE: Abnormal Human Behaviour Detection Using Normalising Flows and Attention Mechanisms
AUTHORS: Ana Filipa Rodrigues Nogueira ; Hélder P Oliveira ; Luís F Teixeira ;
PUBLISHED: 2025, SOURCE: 12th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2025 in Pattern Recognition and Image Analysis - 12th Iberian Conference, IbPRIA 2025, Coimbra, Portugal, June 30 - July 3, 2025, Proceedings, Part I, VOLUME: 15937
INDEXED IN: Scopus DBLP CrossRef Unpaywall
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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
INDEXED IN: DBLP
IN MY: DBLP
4
TITLE: Enhancing Medical Image Analysis: A Pipeline Combining Synthetic Image Generation and Super-Resolution
AUTHORS: Pedro Sousa; Diogo Campas; João Andrade; Pedro Pereira; Tiago Gonçalves ; Luís F Teixeira ; Tânia Pereira ; Hélder P Oliveira ;
PUBLISHED: 2025, SOURCE: 12th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2025 in Pattern Recognition and Image Analysis - 12th Iberian Conference, IbPRIA 2025, Coimbra, Portugal, June 30 - July 3, 2025, Proceedings, Part II, VOLUME: 15938
INDEXED IN: Scopus DBLP CrossRef Unpaywall
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TITLE: Expanding Relevance Judgments for Medical Case-based Retrieval Task with Multimodal LLMs
AUTHORS: Catarina Pires; Sérgio Nunes; Luís Filipe Teixeira ;
PUBLISHED: 2025, SOURCE: CoRR, VOLUME: abs/2506.17782
INDEXED IN: DBLP
IN MY: DBLP
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TITLE: Markerless multi-view 3D human pose estimation: A survey  Full Text
AUTHORS: Nogueira, Ana Filipa Rodrigues ; Oliveira, Helder P. ; Teixeira, Luis F. ;
PUBLISHED: 2025, SOURCE: IMAGE AND VISION COMPUTING, VOLUME: 155
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: DBLP
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TITLE: Multimodal PointPillars for Efficient Object Detection in Autonomous Vehicles
AUTHORS: Margarida Oliveira; Ricardo Cerqueira; João Ribeiro Pinto ; Joaquim Fonseca; Luís F Teixeira ;
PUBLISHED: 2025, SOURCE: IEEE Trans. Intell. Veh., VOLUME: 10, ISSUE: 1
INDEXED IN: Scopus DBLP CrossRef: 1 Unpaywall
IN MY: DBLP
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TITLE: Anatomical Concept-based Pseudo-labels for Increased Generalizability in Breast Cancer Multi-center Data
AUTHORS: Isabela Miranda; Georgios Agrotis; Regina Beets Tan; Luís F Teixeira ; Wilson Silva ;
PUBLISHED: 2024, SOURCE: 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024, Orlando, FL, USA, July 15-19, 2024
INDEXED IN: Scopus DBLP CrossRef Unpaywall
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TITLE: Explainable Deep Learning Methods in Medical Image Classification: A Survey
AUTHORS: Cristiano Patrício ; João Neves; Luís Teixeira ;
PUBLISHED: 2024, SOURCE: ACM COMPUTING SURVEYS, VOLUME: 56, ISSUE: 4
INDEXED IN: Scopus WOS DBLP CrossRef: 42 Unpaywall
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TITLE: Finding Patterns in Ambiguity: Interpretable Stress Testing in the Decision Boundary
AUTHORS: Inês Gomes; Luís F Teixeira ; Jan N van Rijn; Carlos Soares ; André Restivo ; Luís Cunha; Moisés Santos;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2408.06302
INDEXED IN: DBLP
IN MY: DBLP
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