21
TITLE: Evaluating the Impact of Pulse Oximetry Bias in Machine Learning Under Counterfactual Thinking
AUTHORS: Inês Martins; João Matos; Tiago Gonçalves; Leo A Celi; An Kwok Ian Wong; Jaime S Cardoso ;
PUBLISHED: 2024, SOURCE: 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
INDEXED IN: Scopus DBLP
IN MY: DBLP
22
TITLE: Explaining Bounding Boxes in Deep Object Detectors Using Post Hoc Methods for Autonomous Driving Systems  Full Text
AUTHORS: Nogueira, Caio; Fernandes, Luis ; Fernandes, Joao N. D. ; Cardoso, Jaime S. ;
PUBLISHED: 2024, SOURCE: SENSORS, VOLUME: 24, ISSUE: 2
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
23
TITLE: Interpretable AI for medical image analysis: methods, evaluation, and clinical considerations
AUTHORS: Tiago Gonçalves ; Anna Hedström; Aurélie Pahud de Mortanges; Xiaoxiao Li; Henning Müller; Jaime Cardoso ; Mauricio Reyes;
PUBLISHED: 2024, SOURCE: Trustworthy Ai in Medical Imaging
INDEXED IN: Scopus CrossRef
24
TITLE: Intrinsic Explainability for End-to-End Object Detection
AUTHORS: Fernandes, Luis ; Fernandes, Joao N. D. ; Calado, Mariana; Pinto, Joao Ribeiro ; Cerqueira, Ricardo; Cardoso, Jaime S. ;
PUBLISHED: 2024, SOURCE: IEEE ACCESS, VOLUME: 12
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: DBLP
25
TITLE: Learning Ordinality in Semantic Segmentation
AUTHORS: Rafael Cristino; Ricardo P M Cruz; Jaime S Cardoso ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2407.20959
INDEXED IN: DBLP
IN MY: DBLP
26
TITLE: MST-KD: Multiple Specialized Teachers Knowledge Distillation for Fair Face Recognition
AUTHORS: Eduarda Caldeira ; Jaime S Cardoso ; Ana Filipa Sequeira ; Pedro C. Neto ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2408.16563
INDEXED IN: DBLP
IN MY: DBLP
27
TITLE: ON THE SUITABILITY OF B-COS NETWORKS FOR THE MEDICAL DOMAIN
AUTHORS: Rio Torto, Isabel ; Goncalves, Tiago ; Cardoso, Jaime S. ; Luis F. Teixeira ;
PUBLISHED: 2024, SOURCE: 21st IEEE International Symposium on Biomedical Imaging (ISBI) in IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, ISBI 2024
INDEXED IN: Scopus WOS DBLP CrossRef Unpaywall
IN MY: DBLP
28
TITLE: Parameter-Efficient Generation of Natural Language Explanations for Chest X-ray Classification
AUTHORS: Isabel Rio Torto ; Jaime S Cardoso ; Luis F. Teixeira ;
PUBLISHED: 2024, SOURCE: Medical Imaging with Deep Learning, 3-5 July 2024, Paris, France., VOLUME: 250
INDEXED IN: DBLP
IN MY: DBLP
29
TITLE: Phasing segmented telescopes via deep learning methods: application to a deployable CubeSat
AUTHORS: Dumont, Maxime; Correia, Carlos m. ; Sauvage, Jean francois; Schwartz, Noah; Gray, Morgan; Cardoso, Jaime ;
PUBLISHED: 2024, SOURCE: JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, VOLUME: 41, ISSUE: 3
INDEXED IN: Scopus WOS
30
TITLE: Predicting Aesthetic Outcomes in Breast Cancer Surgery: A Multimodal Retrieval Approach
AUTHORS: Mohammad Hossein Zolfagharnasab; Nuno Freitas; Tiago Gonçalves ; Eduard Bonci; 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
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID | DBLP
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