Wilson José dos Santos Silva
AuthID: R-00G-W2Q
1
TITLE: Multi-task Learning Approach for Intracranial Hemorrhage Prognosis
AUTHORS: Miriam Cobo; Amaia Pérez del Barrio; Pablo Menéndez Fernández Miranda; Pablo Sanz Bellón; Lara Lloret Iglesias; Wilson Silva;
PUBLISHED: 2025, SOURCE: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 15242 LNCS
AUTHORS: Miriam Cobo; Amaia Pérez del Barrio; Pablo Menéndez Fernández Miranda; Pablo Sanz Bellón; Lara Lloret Iglesias; Wilson Silva;
PUBLISHED: 2025, SOURCE: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 15242 LNCS
2
TITLE: FedGS: Federated Gradient Scaling for Heterogeneous Medical Image Segmentation
AUTHORS: Philip Schutte; Valentina Corbetta; Regina Beets-Tan; Wilson Silva;
PUBLISHED: 2025, SOURCE: Lecture Notes in Computer Science - Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 Workshops
AUTHORS: Philip Schutte; Valentina Corbetta; Regina Beets-Tan; Wilson Silva;
PUBLISHED: 2025, SOURCE: Lecture Notes in Computer Science - Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 Workshops
3
TITLE: Enhancing Cross-Modal Medical Image Segmentation Through Compositionality
AUTHORS: Aniek Eijpe; Valentina Corbetta; Kalina Chupetlovska; Regina Beets-Tan; Wilson Silva;
PUBLISHED: 2024, SOURCE: Lecture Notes in Computer Science - Deep Generative Models
AUTHORS: Aniek Eijpe; Valentina Corbetta; Kalina Chupetlovska; Regina Beets-Tan; Wilson Silva;
PUBLISHED: 2024, SOURCE: Lecture Notes in Computer Science - Deep Generative Models
4
TITLE: Latent diffusion models for Privacy-preserving Medical Case-based Explanations PDF
AUTHORS: Filipe Campos; Liliana Petrychenko; Luis F. Teixeira ; Wilson Silva;
PUBLISHED: 2024, SOURCE: Proceedings of the First Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2024) co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), Santiago de Compostela, Spain, October 20, 2024., VOLUME: 3831
AUTHORS: Filipe Campos; Liliana Petrychenko; Luis F. Teixeira ; Wilson Silva;
PUBLISHED: 2024, SOURCE: Proceedings of the First Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2024) co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), Santiago de Compostela, Spain, October 20, 2024., VOLUME: 3831
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TITLE: Towards Case-based Interpretability for Medical Federated Learning
AUTHORS: Laura Latorre; Liliana Petrychenko; Regina Beets Tan; Taisiya Kopytova; Wilson Silva;
PUBLISHED: 2024, SOURCE: 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024 in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
AUTHORS: Laura Latorre; Liliana Petrychenko; Regina Beets Tan; Taisiya Kopytova; Wilson Silva;
PUBLISHED: 2024, SOURCE: 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024 in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
6
TITLE: Anatomical Concept-based Pseudo-labels for Increased Generalizability in Breast Cancer Multi-center Data
AUTHORS: Isabela Miranda; Georgios Agrotis; Regina Beets Tan; Luis 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
AUTHORS: Isabela Miranda; Georgios Agrotis; Regina Beets Tan; Luis 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
7
TITLE: An End-to-End Framework to Classify and Generate Privacy-Preserving Explanations in Pornography Detection
AUTHORS: Margarida Vieira; Tiago Goncalves ; Wilson Silva; Ana Sequeira ;
PUBLISHED: 2024, SOURCE: 23rd International Conference of the Biometrics Special Interest Group, BIOSIG 2024 in BIOSIG 2024 - Proceedings of the 23rd International Conference of the Biometrics Special Interest Group
AUTHORS: Margarida Vieira; Tiago Goncalves ; Wilson Silva; Ana Sequeira ;
PUBLISHED: 2024, SOURCE: 23rd International Conference of the Biometrics Special Interest Group, BIOSIG 2024 in BIOSIG 2024 - Proceedings of the 23rd International Conference of the Biometrics Special Interest Group
8
TITLE: Assessing the Impact of Federated Learning and Differential Privacy on Multi-centre Polyp Segmentation
AUTHORS: Lena Stelter; Valentina Corbetta; Regina Beets Tan; Wilson Silva;
PUBLISHED: 2024, SOURCE: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
AUTHORS: Lena Stelter; Valentina Corbetta; Regina Beets Tan; Wilson Silva;
PUBLISHED: 2024, SOURCE: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
9
TITLE: Disentangled Representation Learning for Privacy-Preserving Case-Based Explanations
AUTHORS: Montenegro, Helena; Silva, Wilson; Cardoso, Jaime S. ;
PUBLISHED: 2023, SOURCE: 1st Workshop on Medical Applications with Disentanglements (MAD) at the MICCAI Conference in MEDICAL APPLICATIONS WITH DISENTANGLEMENTS, MAD 2022, VOLUME: 13823
AUTHORS: Montenegro, Helena; Silva, Wilson; Cardoso, Jaime S. ;
PUBLISHED: 2023, SOURCE: 1st Workshop on Medical Applications with Disentanglements (MAD) at the MICCAI Conference in MEDICAL APPLICATIONS WITH DISENTANGLEMENTS, MAD 2022, VOLUME: 13823
10
TITLE: Deep Learning Strategies For Rare Drug Mechanism of Action Prediction
AUTHORS: Ferreira, Goncalo; Teixeira, Marco; Belo, Raquel; Silva, Wilson; Cardoso, Jaime S. ;
PUBLISHED: 2023, SOURCE: International Joint Conference on Neural Networks (IJCNN) in 2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN, VOLUME: 2023-June
AUTHORS: Ferreira, Goncalo; Teixeira, Marco; Belo, Raquel; Silva, Wilson; Cardoso, Jaime S. ;
PUBLISHED: 2023, SOURCE: International Joint Conference on Neural Networks (IJCNN) in 2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN, VOLUME: 2023-June
