Wilson Silva

48 papers B 3C 1Misc 2Journal 20Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bridging the gap between Performance and Interpretability: An Explainable Disentangled Multimodal Framework for Cancer Survival Prediction.
CoRR
Aniek Eijpe, Soufyan Lakbir, Melis Erdal Cesur, Sara Pires de Oliveira, Angelos Chatzimparmpas, Sanne Abeln, Wilson Silva
2026 J jnl
PLM-eXplain: divide and conquer the protein embedding space.
Bioinform.
Jan van Eck, Dea Gogishvili, Wilson Silva, Sanne Abeln
2025 — conf
Disentangled and Interpretable Multimodal Attention Fusion for Cancer Survival Prediction.
MICCAI (14)
Aniek Eijpe, Soufyan Lakbir, Melis Erdal Cesur, Sara Pires de Oliveira, Sanne Abeln, Wilson Silva
2025 J jnl
Disentangled and Interpretable Multimodal Attention Fusion for Cancer Survival Prediction.
CoRR
Aniek Eijpe, Soufyan Lakbir, Melis Erdal Cesur, Sara Pires de Oliveira, Sanne Abeln, Wilson Silva
2025 — conf
Evaluating the Predictive Value of Preoperative MRI for Erectile Dysfunction Following Radical Prostatectomy.
PRIME@MICCAI
Gideon N. L. Rouwendaal, Daniël 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
2025 — conf
In-Hoc Concept Representations to Regularise Deep Learning in Medical Imaging.
ICCVW
Valentina Corbetta, Floris Six Dijkstra, Regina Beets-Tan, Hoel Kervadec, Kristoffer Wickstrøm, Wilson Silva
2025 J jnl
In-hoc Concept Representations to Regularise Deep Learning in Medical Imaging.
CoRR
Valentina Corbetta, Floris Six Dijkstra, Regina Beets-Tan, Hoel Kervadec, Kristoffer Wickstrøm, Wilson Silva
2025 J jnl
Integrating Pathology and CT Imaging for Personalized Recurrence Risk Prediction in Renal Cancer.
CoRR
Daniël Boeke, Cedrik Blommestijn, Rebecca Wray, Kalina Chupetlovska, Shangqi Gao, Zeyu Gao, Regina G. H. Beets-Tan, Mireia Crispin-Ortuzar, James O. Jones, Wilson Silva, Inês Prata Machado
2025 J jnl
PLM-eXplain: Divide and Conquer the Protein Embedding Space.
CoRR
Jan van Eck, Dea Gogishvili, Wilson Silva, Sanne Abeln
2025 J jnl
Physical foundations for trustworthy medical imaging: A survey for artificial intelligence researchers.
Artif. Intell. Medicine
Miriam Cobo, David Corral Fontecha, Wilson Silva, Lara Lloret Iglesias
2025 J jnl
Physical foundations for trustworthy medical imaging: a review for artificial intelligence researchers.
CoRR
Miriam Cobo, David Corral Fontecha, Wilson Silva, Lara Lloret Iglesias
2024 — conf
An End-to-End Framework to Classify and Generate Privacy-Preserving Explanations in Pornography Detection.
BIOSIG
Margarida Vieira, Tiago Gonçalves, Wilson Silva, Ana Filipa Sequeira
2024 — conf
Anatomical Concept-based Pseudo-labels for Increased Generalizability in Breast Cancer Multi-center Data.
EMBC
Isabela Miranda, Georgios Agrotis, Regina Beets-Tan, Luís F. Teixeira, Wilson Silva
2024 — conf
Assessing the Impact of Federated Learning and Differential Privacy on Multi-centre Polyp Segmentation.
EMBC
Lena Stelter, Valentina Corbetta, Regina Beets-Tan, Wilson Silva
2024 — conf
Enhancing Cross-Modal Medical Image Segmentation Through Compositionality.
DGM4MICCAI@MICCAI
Aniek Eijpe, Valentina Corbetta, Kalina Chupetlovska, Regina Beets-Tan, Wilson Silva
2024 J jnl
Enhancing Cross-Modal Medical Image Segmentation through Compositionality.
CoRR
Aniek Eijpe, Valentina Corbetta, Kalina Chupetlovska, Regina Beets-Tan, Wilson Silva
2024 — conf
FedGS: Federated Gradient Scaling for Heterogeneous Medical Image Segmentation.
ISIC/iMIMIC/EARTH/DeCaF@MICCAI
Philip Schutte, Valentina Corbetta, Regina Beets-Tan, Wilson Silva
2024 J jnl
FedGS: Federated Gradient Scaling for Heterogeneous Medical Image Segmentation.
CoRR
Philip Schutte, Valentina Corbetta, Regina Beets-Tan, Wilson Silva
2024 — conf
Latent diffusion models for Privacy-preserving Medical Case-based Explanations.
EXPLIMED@ECAI
Filipe Campos, Liliana Petrychenko, Luís F. Teixeira, Wilson Silva
2024 — conf
Multi-task Learning Approach for Intracranial Hemorrhage Prognosis.
MLMI@MICCAI (2)
Miriam Cobo, Amaia Pérez del Barrio, Pablo Menéndez Fernández-Miranda, Pablo Sanz Bellón, Lara Lloret Iglesias, Wilson Silva
2024 J jnl
Multi-task Learning Approach for Intracranial Hemorrhage Prognosis.
CoRR
Miriam Cobo, Amaia Pérez del Barrio, Pablo Menéndez Fernández-Miranda, Pablo Sanz Bellón, Lara Lloret Iglesias, Wilson Silva
2024 — conf
Towards Case-based Interpretability for Medical Federated Learning.
EMBC
Laura Latorre, Liliana Petrychenko, Regina Beets-Tan, Taisiya Kopytova, Wilson Silva
2024 J jnl
Towards Case-based Interpretability for Medical Federated Learning.
CoRR
Laura Latorre, Liliana Petrychenko, Regina Beets-Tan, Taisiya Kopytova, Wilson Silva
2023 — conf
Assertive Wiki: An Experience Report In The Industry on the Redesign of Software Requirements Documentation.
ICSIE
Rhuan Viana, Rebecca Souza, Wilson Silva, Flavia Camila Morais Oliveira, Leonardo Tiago, Lennon Chaves
2023 C conf
Attention-Based Regularisation for Improved Generalisability in Medical Multi-Centre Data.
ICMLA
Daniel Silva, Georgios Agrotis, Regina Beets-Tan, Luís F. Teixeira, Wilson Silva
2023 B conf
Deep Learning Strategies For Rare Drug Mechanism of Action Prediction.
IJCNN
Gonçalo Ferreira, Marco Teixeira, Raquel Belo, Wilson Silva, Jaime S. Cardoso
2023 J jnl
Fill in the blank for fashion complementary outfit product Retrieval: VISUM summer school competition.
Mach. Vis. Appl.
Eduardo Castro, Pedro M. Ferreira, Ana Rebelo, Isabel Rio-Torto, Leonardo Capozzi, Mafalda Falcão Ferreira, Tiago Gonçalves, Tomé Albuquerque, Wilson Silva, Carolina Afonso, Ricardo Gamelas Sousa, Claudio Cimarelli, Nadia Daoudi, Gabriel Moreira, Hsiu-Yu Yang, Ingrid Hrga, Javed Ahmad, Monish Keswani, Sofia C. Beco
2023 — conf
Interpretability-Guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy Data.
MLMI@MICCAI (1)
Valentina Corbetta, Regina Beets-Tan, Wilson Silva
2023 J jnl
Interpretability-guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy Data.
CoRR
Valentina Corbetta, Regina Beets-Tan, Wilson Silva
2023 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops - MTSAIL 2023, LEAF 2023, AI4Treat 2023, MMMI 2023, REMIA 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8-12, 2023, Proceedings
MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI
Jonghye Woo, Alessa Hering, Wilson Silva, Xiang Li, Huazhu Fu, Xiaofeng Liu, Fangxu Xing, Sanjay Purushotham, Tejas Sudharshan Mathai, Pritam Mukherjee, Max De Grauw, Regina Beets-Tan, Valentina Corbetta, Elmar Kotter, Mauricio Reyes, Christian F. Baumgartner, Quanzheng Li, Richard M. Leahy, Bin Dong, Hao Chen, Yuankai Huo, Jinglei Lv, Xinxing Xu, Xiaomeng Li, Dwarikanath Mahapatra, Li Cheng, Caroline Petitjean, Benoît Presles
2022 Misc conf
Deep Aesthetic Assessment and Retrieval of Breast Cancer Treatment Outcomes.
IbPRIA
Wilson Silva, Maria Carvalho, Carlos Mavioso, Maria João Cardoso, Jaime S. Cardoso
2022 J jnl
Deep Aesthetic Assessment and Retrieval of Breast Cancer Treatment Outcomes.
CoRR
Wilson Silva, Maria Carvalho, Carlos Mavioso, Maria João Cardoso, Jaime S. Cardoso
2022 — —
Deep Aesthetic Assessment of Breast Cancer Surgery Outcomes
Wilson Silva
2022 — conf
Disentangled Representation Learning for Privacy-Preserving Case-Based Explanations.
MAD@MICCAI
Helena Montenegro, Wilson Silva, Jaime S. Cardoso
2022 J jnl
Explainable Biometrics in the Age of Deep Learning.
CoRR
Pedro C. Neto, Tiago Gonçalves, João Ribeiro Pinto, Wilson Silva, Ana Filipa Sequeira, Arun Ross, Jaime S. Cardoso
2022 Misc conf
Increased Robustness in Chest X-Ray Classification Through Clinical Report-Driven Regularization.
IbPRIA
Diogo Mata, Wilson Silva, Jaime S. Cardoso
2022 J jnl
Privacy-Preserving Case-Based Explanations: Enabling Visual Interpretability by Protecting Privacy.
IEEE Access
Helena Montenegro, Wilson Silva, Alex Gaudio, Matt Fredrikson, Asim Smailagic, Jaime S. Cardoso
2021 J jnl
An exploratory study of interpretability for face presentation attack detection.
IET Biom.
Ana Filipa Sequeira, Tiago Gonçalves, Wilson Silva, João Ribeiro Pinto, Jaime S. Cardoso
2021 J jnl
Privacy-Preserving Generative Adversarial Network for Case-Based Explainability in Medical Image Analysis.
IEEE Access
Helena Montenegro, Wilson Silva, Jaime S. Cardoso
2021 J jnl
Towards Privacy-preserving Explanations in Medical Image Analysis.
CoRR
Helena Montenegro, Wilson Silva, Jaime S. Cardoso
2020 — conf
Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing.
iMIMIC/MIL3ID/LABELS@MICCAI
Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo P. M. Cruz, José 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
2020 — conf
Interpretability-Guided Content-Based Medical Image Retrieval.
MICCAI (1)
Wilson Silva, Alexander Pollinger, Jaime S. Cardoso, Mauricio Reyes
2020 — conf
Interpretable Biometrics: Should We Rethink How Presentation Attack Detection is Evaluated?
IWBF
Ana Filipa Sequeira, Wilson Silva, João Ribeiro Pinto, Tiago Gonçalves, Jaime S. Cardoso
2020 — ed.
Interpretable and Annotation-Efficient Learning for Medical Image Computing - Third International Workshop, iMIMIC 2020, Second International Workshop, MIL3ID 2020, and 5th International Workshop, LABELS 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings
iMIMIC/MIL3ID/LABELS@MICCAI
Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo P. M. Cruz, José 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
2019 — conf
Deep Keypoint Detection for the Aesthetic Evaluation of Breast Cancer Surgery Outcomes.
ISBI
Wilson Silva, Eduardo Castro, Maria João Cardoso, Florian Fitzal, Jaime S. Cardoso
2019 B conf
How to produce complementary explanations using an Ensemble Model.
IJCNN
Wilson Silva, Kelwin Fernandes, Jaime S. Cardoso
2018 B conf
A Uniform Performance Index for Ordinal Classification with Imbalanced Classes.
IJCNN
Wilson Silva, João Ribeiro Pinto, Jaime S. Cardoso
2018 — conf
Towards Complementary Explanations Using Deep Neural Networks.
MLCN/DLF/iMIMIC@MICCAI
Wilson Silva, Kelwin Fernandes, Maria João Cardoso, Jaime S. Cardoso