Papers matching “privacy-preserving data generation” 33
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Privacy-Preserving Generation of Structured Lymphoma Progression Reports from Cross-sectional Imaging: A Comparative Analysis of Llama 3.3 and Llama 42025 Journal of Imaging Informatics in Medicine article Medicine Artificial Intelligence in Healthcare and Education Open access
Philipp Prucker, Keno K. Bressem, Su Hwan Kim, Avan Kader, Felix J. Dorfner, Sebastian Ziegelmayer, +9 more
4citations -
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 -
PRepChain: A versatile privacy-preserving reputation system for dynamic supply chain environments2025 Future Generation Computer Systems article Social Sciences Access Control and Trust Open access
Jan Pennekamp, Lennart Bader, Emildeon Thevaraj, Stefanie Berninger, Martin Perau, Tobias Schröer, +2 more
3citations -
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 -
SwarmMAP: swarm learning for decentralized cell type annotation in single cell sequencing data2026 npj Systems Biology and Applications article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Oliver Lester Saldanha, Vivien Goepp, Hyojin Kim, Jie Fu Zhu, Rafael Kramann, Sikander Hayat, +1 more
1citations -
SwarmMAP: Swarm Learning for Decentralized Cell Type Annotation in Single Cell Sequencing Data2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Oliver Lester Saldanha, Vivien Goepp, Hyojin Kim, Jie Ping Zhu, Rafael Kramann, Sikander Hayat, +1 more
1citations -
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