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Wilson Silva
Wilson Silva
Assistant Professor, AI Technology for Life, Utrecht University
Verified email at uu.nl
Title
Cited by
Cited by
Year
Towards complementary explanations using deep neural networks
W Silva, K Fernandes, MJ Cardoso, JS Cardoso
Understanding and Interpreting Machine Learning in Medical Image Computing …, 2018
622018
Interpretability-guided content-based medical image retrieval
W Silva, A Poellinger, JS Cardoso, M Reyes
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
442020
Privacy-Preserving Generative Adversarial Network for Case-Based Explainability in Medical Image Analysis
H Montenegro, W Silva, J S. Cardoso
IEEE Access, 148037 - 148047, 2021
312021
How to produce complementary explanations using an Ensemble Model
W Silva, K Fernandes, JS Cardoso
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
232019
Evolution, current challenges, and future possibilities in the objective assessment of aesthetic outcome of breast cancer locoregional treatment
JS Cardoso, W Silva, MJ Cardoso
The Breast 49, 123-130, 2020
202020
Explainable biometrics in the age of deep learning
PC Neto, T Gonçalves, JR Pinto, W Silva, AF Sequeira, A Ross, ...
arXiv preprint arXiv:2208.09500, 2022
152022
Privacy-Preserving Case-Based Explanations: Enabling Visual Interpretability by Protecting Privacy
H Montenegro, W Silva, A Gaudio, M Fredrikson, A Smailagic, JS Cardoso
IEEE Access 10, 28333-28347, 2022
152022
Computer-aided Diagnosis through Medical Image Retrieval in Radiology
W Silva, T Gonçalves, K Härmä, E Schröder, VC Obmann, MC Barroso, ...
Nature Scientific Reports 12 (20732), 2022
112022
An exploratory study of interpretability for face presentation attack detection
AF Sequeira, T Gonçalves, W Silva, JR Pinto, JS Cardoso
IET Biometrics 10 (4), 441-455, 2021
112021
Interpretable Biometrics: Should We Rethink How Presentation Attack Detection is Evaluated?
AF Sequeira, W Silva, JR Pinto, T Gonçalves, JS Cardoso
2020 8th International Workshop on Biometrics and Forensics (IWBF), 1-6, 2020
112020
Towards Privacy-preserving Explanations in Medical Image Analysis
H Montenegro, W Silva, JS Cardoso
Interpretable Machine Learning in Healthcare Workshop at ICML 2021, 2021
102021
Deep Keypoint Detection for the Aesthetic Evaluation of Breast Cancer Surgery Outcomes
W Silva, E Castro, MJ Cardoso, F Fitzal, JS Cardoso
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
102019
A novel approach to keypoint detection for the aesthetic evaluation of breast cancer surgery outcomes
T Gonçalves, W Silva, MJ Cardoso, JS Cardoso
Health and Technology 10, 891-903, 2020
62020
A Uniform Performance Index for Ordinal Classification with Imbalanced Classes
W Silva, JR Pinto, JS Cardoso
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
52018
Deep aesthetic assessment of breast cancer surgery outcomes
T Gonçalves, W Silva, J Cardoso
XV Mediterranean Conference on Medical and Biological Engineering and …, 2020
42020
Deep aesthetic assessment and retrieval of breast cancer treatment outcomes
W Silva, M Carvalho, C Mavioso, MJ Cardoso, JS Cardoso
Iberian Conference on Pattern Recognition and Image Analysis, 108-118, 2022
32022
Interpretability-Guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy Data
V Corbetta, R Beets-Tan, W Silva
International Workshop on Machine Learning in Medical Imaging, 330-340, 2023
22023
Disentangled Representation Learning for Privacy-Preserving Case-Based Explanations
H Montenegro, W Silva, JS Cardoso
MICCAI Workshop on Medical Applications with Disentanglements, 33-45, 2022
22022
Increased Robustness in Chest X-Ray Classification Through Clinical Report-Driven Regularization
D Mata, W Silva, JS Cardoso
Iberian Conference on Pattern Recognition and Image Analysis, 119-128, 2022
22022
Deep image segmentation for breast keypoint detection
T Gonçalves, W Silva, MJ Cardoso, JS Cardoso
Proceedings 54 (1), 35, 2020
22020
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Articles 1–20