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Wilson Silva

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

15

Venues

5

Active years

2018–2025

Best venue rank

A*

Where they publish

Papers

15 indexed papers, newest first.

YearVenueTitleAuthors
2025ICCVIn-Hoc Concept Representations to Regularise Deep Learning in Medical Imaging.Valentina Corbetta, Floris Six Dijkstra, Regina Beets-Tan, Hoel Kervadec, Kristoffer Wickstrm, Wilson Silva
2025MICCAIDisentangled and Interpretable Multimodal Attention Fusion for Cancer Survival Prediction.Aniek Eijpe, Soufyan Lakbir, Melis Erdal Cesur, Sara Pires de Oliveira, Sanne Abeln, Wilson Silva
2025MICCAIEvaluating the Predictive Value of Preoperative MRI for Erectile Dysfunction Following Radical Prostatectomy.Gideon N. L. Rouwendaal, Danil Boeke, Inge L. Cox, Henk G. van der Poel, Margriet C. van Dijk-de Haan, Regina G. H. Beets-Tan, Thierry N. Boellaard, Wilson Silva
2024MICCAIEnhancing Cross-Modal Medical Image Segmentation Through Compositionality.Aniek Eijpe, Valentina Corbetta, Kalina Chupetlovska, Regina Beets-Tan, Wilson Silva
2024MICCAIFedGS: Federated Gradient Scaling for Heterogeneous Medical Image Segmentation.Philip Schutte, Valentina Corbetta, Regina Beets-Tan, Wilson Silva
2023ICMLAAttention-Based Regularisation for Improved Generalisability in Medical Multi-Centre Data.Daniel Silva, Georgios Agrotis, Regina Beets-Tan, Lus F. Teixeira, Wilson Silva
2023IJCNNDeep Learning Strategies For Rare Drug Mechanism of Action Prediction.Gonalo Ferreira, Marco Teixeira, Raquel Belo, Wilson Silva, Jaime S. Cardoso
2022IBPRIAIncreased Robustness in Chest X-Ray Classification Through Clinical Report-Driven Regularization.Diogo Mata, Wilson Silva, Jaime S. Cardoso
2022IBPRIADeep Aesthetic Assessment and Retrieval of Breast Cancer Treatment Outcomes.Wilson Silva, Maria Carvalho, Carlos Mavioso, Maria Joo Cardoso, Jaime S. Cardoso
2022MICCAIDisentangled Representation Learning for Privacy-Preserving Case-Based Explanations.Helena Montenegro, Wilson Silva, Jaime S. Cardoso
2020MICCAICorrection to: Interpretable and Annotation-Efficient Learning for Medical Image Computing.Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo P. M. Cruz, Jos Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani
2020MICCAIInterpretability-Guided Content-Based Medical Image Retrieval.Wilson Silva, Alexander Pollinger, Jaime S. Cardoso, Mauricio Reyes
2019IJCNNHow to produce complementary explanations using an Ensemble Model.Wilson Silva, Kelwin Fernandes, Jaime S. Cardoso
2018IJCNNA Uniform Performance Index for Ordinal Classification with Imbalanced Classes.Wilson Silva, Joo Ribeiro Pinto, Jaime S. Cardoso
2018MICCAITowards Complementary Explanations Using Deep Neural Networks.Wilson Silva, Kelwin Fernandes, Maria Joo Cardoso, Jaime S. Cardoso