Wilson José dos Santos Silva


AuthID: R-00G-W2Q

Confirmed Publications: 31



1
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
INDEXED IN: CrossRef
IN MY: ORCID
2
TITLE: Multi-task Learning Approach for Intracranial Hemorrhage Prognosis
AUTHORS: Cobo, M; del Barrio, AP; Fernández Miranda, PM; Bellón, PS; Iglesias, LL; Silva, W ;
PUBLISHED: 2025, SOURCE: MACHINE LEARNING IN MEDICAL IMAGING, PT II, MLMI 2024, VOLUME: 15242
INDEXED IN: Scopus WOS CrossRef
3
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
INDEXED IN: Scopus CrossRef
IN MY: ORCID
4
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
INDEXED IN: Scopus DBLP CrossRef Unpaywall
IN MY: ORCID
5
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
INDEXED IN: Scopus CrossRef
IN MY: ORCID
6
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
INDEXED IN: CrossRef
IN MY: ORCID
7
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
INDEXED IN: Scopus DBLP
IN MY: ORCID
8
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
INDEXED IN: Scopus CrossRef
IN MY: ORCID
9
TITLE: Attention-Based Regularisation for Improved Generalisability in Medical Multi-Centre Data
AUTHORS: Daniel Silva ; Georgios Agrotis; Regina Beets Tan; Luis F. Teixeira ; Wilson Silva ;
PUBLISHED: 2023, SOURCE: 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023 in International Conference on Machine Learning and Applications, ICMLA 2023, Jacksonville, FL, USA, December 15-17, 2023
INDEXED IN: Scopus DBLP CrossRef Unpaywall
IN MY: ORCID
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
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID
Page 1 of 4. Total results: 31.

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