ProfileOfResearchers

TÃTULO: Evaluating the Impact of Pulse Oximetry Bias in Machine Learning Under Counterfactual Thinking
AUTORES: Inês Martins; João Matos; Tiago Gonçalves; Leo A Celi; An Kwok Ian Wong; Jaime S Cardoso ;
PUBLICAÇÃO: 2024, FONTE: 3rd International Workshop on Applications of Medical Artificial Intelligence, AMAI 2024 held in conjunction with the 27th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024 in Applications of Medical Artificial Intelligence - Third International Workshop, AMAI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings, VOLUME: 15384

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DBLP

TÃTULO: Explaining Bounding Boxes in Deep Object Detectors Using Post Hoc Methods for Autonomous Driving Systems Full Text
AUTORES: Nogueira, Caio; Fernandes, Luis ; Fernandes, Joao N. D. ; Cardoso, Jaime S. ;
PUBLICAÇÃO: 2024, FONTE: SENSORS, VOLUME: 24, NÚMERO: 2

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DBLP

TÃTULO: Interpretable AI for medical image analysis: methods, evaluation, and clinical considerations
AUTORES: Tiago Gonçalves ; Anna Hedström; Aurélie Pahud de Mortanges; Xiaoxiao Li; Henning Müller; Jaime Cardoso ; Mauricio Reyes;
PUBLICAÇÃO: 2024, FONTE: Trustworthy Ai in Medical Imaging

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TÃTULO: Intrinsic Explainability for End-to-End Object Detection
AUTORES: Fernandes, Luis ; Fernandes, Joao N. D. ; Calado, Mariana; Pinto, Joao Ribeiro ; Cerqueira, Ricardo; Cardoso, Jaime S. ;
PUBLICAÇÃO: 2024, FONTE: IEEE ACCESS, VOLUME: 12

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TÃTULO: Learning Ordinality in Semantic Segmentation
AUTORES: Rafael Cristino; Ricardo P M Cruz; Jaime S Cardoso ;
PUBLICAÇÃO: 2024, FONTE: CoRR, VOLUME: abs/2407.20959

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DBLP

TÃTULO: MST-KD: Multiple Specialized Teachers Knowledge Distillation for Fair Face Recognition
AUTORES: Eduarda Caldeira ; Jaime S Cardoso ; Ana Filipa Sequeira ; Pedro C. Neto ;
PUBLICAÇÃO: 2024, FONTE: CoRR, VOLUME: abs/2408.16563

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DBLP

TÃTULO: ON THE SUITABILITY OF B-COS NETWORKS FOR THE MEDICAL DOMAIN
AUTORES: Rio Torto, Isabel ; Goncalves, Tiago ; Cardoso, Jaime S. ; Luis F. Teixeira ;
PUBLICAÇÃO: 2024, FONTE: 21st IEEE International Symposium on Biomedical Imaging (ISBI) in IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, ISBI 2024

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Unpaywall

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TÃTULO: Parameter-Efficient Generation of Natural Language Explanations for Chest X-ray Classification
AUTORES: Isabel Rio Torto ; Jaime S Cardoso ; Luis F. Teixeira ;
PUBLICAÇÃO: 2024, FONTE: Medical Imaging with Deep Learning, 3-5 July 2024, Paris, France., VOLUME: 250

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DBLP

TÃTULO: Phasing segmented telescopes via deep learning methods: application to a deployable CubeSat
AUTORES: Dumont, Maxime; Correia, Carlos m. ; Sauvage, Jean francois; Schwartz, Noah; Gray, Morgan; Cardoso, Jaime ;
PUBLICAÇÃO: 2024, FONTE: JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, VOLUME: 41, NÚMERO: 3

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TÃTULO: Predicting Aesthetic Outcomes in Breast Cancer Surgery: A Multimodal Retrieval Approach
AUTORES: Mohammad Hossein Zolfagharnasab; Nuno Freitas; Tiago Gonçalves ; Eduard Bonci; Carlos Mavioso; Maria João Cardoso; Hélder P Oliveira ; Jaime S Cardoso ;
PUBLICAÇÃO: 2024, FONTE: 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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Scopus

DBLP

CrossRef

NO MEU:

ORCID |

DBLP