Publications

Wilson Silva

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