Papers matching “privacy-preserving data generation” 18
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GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy2024 Medical Image Analysis review Computer Science Generative Adversarial Networks and Image Synthesis Open access
André Filipe Ferreira, Jianning Li, Kelsey L. Pomykala, Jens Kleesiek, Victor Alves, Jan Egger
45citations -
The Data Sharing Paradox of Synthetic Data in Healthcare2025 Studies in health technology and informatics book-chapter Computer Science Privacy-Preserving Technologies in Data Open access
Jim L. Achterberg, Saif ul Islam, Hafiz Muhammad Waseem, Parisis Gallos, Gregory Epiphaniou, Carsten R. Maple, +2 more
1citations -
Differentially Private Language Models for Secure Data Sharing2022 Conference on Empirical Methods in Natural Language Processing (EMNLP) conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Justus Mattern, Zhijing Jin, Benjamin Weggenmann, Mrinmaya Sachan
16citations -
Differential privacy for medical deep learning: methods, tradeoffs, and deployment implications2026 npj Digital Medicine article Computer Science Privacy-Preserving Technologies in Data Open access
Mohsen Vejdanihemmat, Mahshad Lotfinia, Mirabela Rusu, Daniel Truhn, Andreas Maier, Soroosh Tayebi Arasteh
29citations -
Generating synthetic mixed discrete-continuous health records with mixed sum-product networks2022 Journal of the American Medical Informatics Association article Computer Science Privacy-Preserving Technologies in Data Open access
Shannon K. S. Kroes, Matthijs van Leeuwen, Rolf H. H. Groenwold, Mart P. Janssen
6citations -
Generating Synthetic Free-text Medical Records with Low Re-identification Risk using Masked Language Modeling2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL) conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Samuel Belkadi, Libo Ren, Nicolo Micheletti, Lifeng Han, Goran Nenadić
2citations -
Denoising diffusion probabilistic models for 3D medical image generation2023 Scientific Reports article Computer Science Generative Adversarial Networks and Image Synthesis Open access cited by 2 patents
Firas Khader, Gustav Anton Müller‐Franzes, Soroosh Tayebi Arasteh, Tianyu Han, Christoph Haarburger, Maximilian Franz Schulze-Hagen, +9 more
343citations
18 results