Publications

Wilson Silva

2025

  1. Disentangled and Interpretable Multimodal Attention Fusion for Cancer Survival Prediction
    A. Eijpe, S. Lakbir, M. E. Cesur, S. P. Oliveira, S. Abeln, W. Silva, 2025
    doi
    Abstract

2024

  1. Enhancing Cross-Modal Medical Image Segmentation through Compositionality
    A. Eijpe, V. Corbetta, K. Chupetlovska, R. Beets-Tan, W. Silva, 2024
    doi
    Abstract
  2. FedGS: Federated Gradient Scaling for Heterogeneous Medical Image Segmentation
    P. Schutte, V. Corbetta, R. Beets-Tan, W. Silva, 2024
    doi
    Abstract
  3. Multi-task Learning Approach for Intracranial Hemorrhage Prognosis
    M. Cobo, A. P. Del Barrio, P. M. Fernández-Miranda, P. S. Bellón, L. L. Iglesias, W. Silva, 2024
    doi
    Abstract

2023

  1. Interpretability-guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy Data
    V. Corbetta, R. Beets-Tan, W. Silva, 2023
    doi
    Abstract
  2. Attention-Based Regularisation for Improved Generalisability in Medical Multi-Centre Data
    2023 International Conference on Machine Learning and Applications (ICMLA)
    D. Silva, G. Agrotis, R. Beets-Tan, L. F. Teixeira, W. Silva, 2023
    doi
    Abstract