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
INDEXED IN: 
Scopus 
DBLP
Scopus DBLP IN MY: 
ORCID
ORCID5
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
6
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
7
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
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
8
TITLE: Interpretability-Guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy Data
AUTHORS: Valentina Corbetta; Regina Beets-Tan; Wilson Silva;
PUBLISHED: 2023, SOURCE: Lecture Notes in Computer Science - Machine Learning in Medical Imaging
AUTHORS: Valentina Corbetta; Regina Beets-Tan; Wilson Silva;
PUBLISHED: 2023, SOURCE: Lecture Notes in Computer Science - Machine Learning in Medical Imaging
9
TITLE: Computer-aided diagnosis through medical image retrieval in radiology Full Text
AUTHORS: Silva, Wilson; Goncalves, Tiago; Haermae, Kirsi; Schroeder, Erich; Obmann, Verena Carola; Barroso, Maria Cecilia; Poellinger, Alexander; Reyes, Mauricio; Cardoso, Jaime S.;
PUBLISHED: 2022, SOURCE: SCIENTIFIC REPORTS, VOLUME: 12, ISSUE: 1
AUTHORS: Silva, Wilson; Goncalves, Tiago; Haermae, Kirsi; Schroeder, Erich; Obmann, Verena Carola; Barroso, Maria Cecilia; Poellinger, Alexander; Reyes, Mauricio; Cardoso, Jaime S.;
PUBLISHED: 2022, SOURCE: SCIENTIFIC REPORTS, VOLUME: 12, ISSUE: 1
INDEXED IN: 
WOS
WOS10
TITLE: Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing
AUTHORS: Jaime S Cardoso ; Hien Van Nguyen; Nicholas Heller; Pedro Henriques Abreu ; Ivana Isgum; Wilson Silva; Ricardo Cruz ; José Pereira Amorim; Vishal Patel; Badri Roysam; Kevin K Zhou; Steve B Jiang; Ngan Le; Khoa Luu; Raphael Sznitman; Veronika Cheplygina; Diana Mateus; Emanuele Trucco; Samaneh Abbasi Sureshjani;
PUBLISHED: 2020, SOURCE: Interpretable and Annotation-Efficient Learning for Medical Image Computing - Third International Workshop, iMIMIC 2020, Second International Workshop, MIL3ID 2020, and 5th International Workshop, LABELS 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings, VOLUME: 12446
AUTHORS: Jaime S Cardoso ; Hien Van Nguyen; Nicholas Heller; Pedro Henriques Abreu ; Ivana Isgum; Wilson Silva; Ricardo Cruz ; José Pereira Amorim; Vishal Patel; Badri Roysam; Kevin K Zhou; Steve B Jiang; Ngan Le; Khoa Luu; Raphael Sznitman; Veronika Cheplygina; Diana Mateus; Emanuele Trucco; Samaneh Abbasi Sureshjani;
PUBLISHED: 2020, SOURCE: Interpretable and Annotation-Efficient Learning for Medical Image Computing - Third International Workshop, iMIMIC 2020, Second International Workshop, MIL3ID 2020, and 5th International Workshop, LABELS 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings, VOLUME: 12446
