Papers matching “privacy-preserving data sharing” 45
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A Privacy-Preserving Distributed Analytics Platform for Health Care Data2022 Methods of Information in Medicine article Computer Science Privacy-Preserving Technologies in Data Open access
Sascha Welten, Yongli Mou, Laurenz Neumann, Mehrshad Jaberansary, Yeliz Yediel Ucer, Toralf Kirsten, +2 more
41citations -
Distributed Privacy-Preserving Data Analysis in NFDI4Health With the Personal Health Train2023 Proceedings of the Conference on Research Data Infrastructure conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Yongli Mou, Li Fei-Fei, Sven Weber, Sabith Haneef, Hans Meine, Liliana Caldeira, +7 more
2citations -
Towards Privacy-Preserving Machine Learning in Sovereign Data Spaces: Opportunities and Challenges2024 IFIP advances in information and communication technology conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Mehdi Akbari Gurabi, Felix Hermsen, Avikarsha Mandal, Stefan Decker
1citations -
Privacy-Preserving Maximum Matching on General Graphs and its Application to Enable Privacy-Preserving Kidney Exchange10citations
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Federated Learning Enabled Privacy-Preserving Data Access for Predicting 30-Day Mortality in Acute Myocardial Infarction2025 SSRN Electronic Journal preprint Computer Science Privacy-Preserving Technologies in Data Open access
Koutarou Matsumoto, Yuta Nakamura, Masahiro Kamouchi, Ewout Willem Steyerberg
0citations -
Privacy-Preserving Detection of Rare Disease-Associated Cell Subsets via Secure Multi-Party Computation2026 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access
Ş. Selcan Magara, Esther Havemann, Debora Jutz, Ali Burak Ünal, Mete Akgün
0citations -
Privacy-preserving multicenter differential protein abundance analysis with FedProt2025 Nature Computational Science article Computer Science Privacy-Preserving Technologies in Data Open access
Yuliya P. Burankova, Miriam Abele, Mohammad Bakhtiari, Christine von Toerne, Teresa K. Barth, Lisa Schweizer, +25 more
3citations -
On Collaboration and Automation in the Context of Threat Detection and Response with Privacy-Preserving Features2024 Digital Threats Research and Practice article Computer Science Network Security and Intrusion Detection Open access
Lasse Nitz, Mehdi Akbari Gurabi, Milan Čermák, Martin Žádník, David Karpuk, Arthur Drichel, +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
0citations -
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 -
Data harmonization and federated learning for multi-cohort dementia research using the OMOP common data model: A Netherlands consortium of dementia cohorts case study2024 Journal of Biomedical Informatics article Computer Science Privacy-Preserving Technologies in Data Open access
Pedro Mateus, Justine E. F. Moonen, Magdalena Beran, Eva A. Jaarsma, Sophie M. van der Landen, Joost Heuvelink, +11 more
31citations -
Data Harmonization and Federated Learning for Multi-Cohort Dementia Research Using the OMOP Common Data Model: A Netherlands Consortium of Dementia Cohorts Case Study2024 SSRN Electronic Journal preprint Computer Science Privacy-Preserving Technologies in Data Open access
Pedro da Costa Mateus, Justine E. F. Moonen, Magdalena Beran, Eva A. Jaarsma, Sophie M. van der Landen, Joost Heuvelink, +10 more
0citations -
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 -
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 -
Differential privacy preserved federated transfer learning for multi-institutional 68Ga-PET image artefact detection and disentanglement2023 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Medical Imaging Techniques and Applications Open access
Isaac Shiri, Yazdan Salimi, Mehdi Maghsudi, Elnaz Jenabi, Sara Harsini, Behrooz Razeghi, +18 more
33citations -
Building a Digital Health Twin for Personalized Intervention: The EPI Project2024 UvA-DARE (University of Amsterdam) conference-paper Computer Science Internet of Things and AI Open access
Jamila Alsayed Kassem, Saba Amiri, Tim Müller, Adam Belloum, Peter Grünwald, Paola Grosso, +12 more
0citations