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Wilson Silva
Wilson Silva
AI Postdoctoral Fellow, Department of Radiology, The Netherlands Cancer Institute
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
542018
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
382020
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
272021
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
202019
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
192020
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
102022
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
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
92022
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
92022
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
92021
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
92020
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
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 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
22022
Author correction: Computer-aided diagnosis through medical image retrieval in radiology
W Silva, T Gonçalves, K Härmä, E Schröder, VC Obmann, MC Barroso, ...
Scientific reports 13 (1), 1470, 2023
12023
Deep image segmentation for breast keypoint detection
T Gonçalves, W Silva, MJ Cardoso, JS Cardoso
Proceedings 54 (1), 35, 2020
12020
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