Dmitrii Usynin
KU Leuven · BE
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
End-to-end privacy preserving deep learning on multi-institutional medical imaging
2021 · 443 Zit. · Nature Machine Intelligence
Medical imaging deep learning with differential privacy
2021 · 146 Zit. · Scientific Reports
Differentially private federated deep learning for multi-site medical image segmentation
2022 · 16 Zit. · Research Square
Zen and the art of model adaptation: Low-utility-cost attack mitigations in collaborative machine learning
2021 · 7 Zit. · Proceedings on Privacy Enhancing Technologies
Privacy-preserving medical image analysis
2020 · 7 Zit. · arXiv (Cornell University)
Membership Inference Attacks Against Semantic Segmentation Models
2023 · 5 Zit.
Differentially private federated deep learning for multi-site medical image segmentation
2021 · 2 Zit. · arXiv (Cornell University)
Membership Inference Attacks Against Semantic Segmentation Models
2022 · 1 Zit. · arXiv (Cornell University)