1
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
INDEXED IN: Scopus WOS DBLP CrossRef
2
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
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
3
TITLE: Anonymizing medical case-based explanations through disentanglement  Full Text
AUTHORS: Montenegro, Helena; Cardoso, Jaime S. ;
PUBLISHED: 2024, SOURCE: MEDICAL IMAGE ANALYSIS, VOLUME: 95
INDEXED IN: Scopus WOS DBLP CrossRef
IN MY: ORCID | DBLP
4
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
INDEXED IN: Scopus WOS CrossRef: 2
IN MY: ORCID
5
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
INDEXED IN: DBLP
IN MY: DBLP
6
TITLE: Evaluating the Impact of Pulse Oximetry Bias in Machine Learning under Counterfactual Thinking
AUTHORS: Inês Martins; João Matos; Tiago Gonçalves; Leo A Celi; Ian I Wong; Jaime S Cardoso ;
PUBLISHED: 2024, SOURCE: CoRR, VOLUME: abs/2408.04396
INDEXED IN: DBLP
IN MY: DBLP
7
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
8
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
9
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
10
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
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