| Using the Personal Health Train for Automated and Privacy-Preserving Analytics on Vertically Partitioned Data. S Johan, SUN Chang, M Ole, P Marco, B Bob, M Alexander, O Claudia, ... Studies in health technology and informatics 247, 581-585, 2018 | 38* | 2018 |
| A Privacy-Preserving Infrastructure for Analyzing Personal Health Data in a Vertically Partitioned Scenario. C Sun, L Ippel, J van Soest, B Wouters, A Malic, O Adekunle, ... Studies in health technology and informatics 264, 373-377, 2019 | 35 | 2019 |
| Deep generative models for synthetic data: A survey P Eigenschink, T Reutterer, S Vamosi, R Vamosi, C Sun, K Kalcher IEEE Access 11, 47304-47320, 2023 | 26 | 2023 |
| Generating synthetic personal health data using conditional generative adversarial networks combining with differential privacy C Sun, J van Soest, M Dumontier Journal of Biomedical Informatics 143, 104404, 2023 | 18* | 2023 |
| A comprehensive comparison of automated FAIRness Evaluation Tools C Sun, E Vincent, M Dumontier 13th Semantic Web Applications and tools for Health Care and Life Science …, 2022 | 16 | 2022 |
| Generating synthetic personal health data using conditional generative adversarial networks combining with differential privacy C Sun, J van Soest, M Dumontier Journal of Biomedical Informatics 143, 104404, 2023 | 14 | 2023 |
| Assessing the solid protocol in relation to security and privacy obligations C Esposito, R Horne, L Robaldo, B Buelens, E Goesaert Information 14 (7), 411, 2023 | 10 | 2023 |
| Putting the GDPR into practice: difficulties and uncertainties experienced in the conduct of big data health research B Wouters, D Shaw, C Sun, L Ippel, J van Soest, B van den Berg, ... Eur. Data Prot. L. Rev. 7, 206, 2021 | 9 | 2021 |
| A Systematic Review on Privacy-Preserving Distributed Data Mining C Sun, L Ippel, A Dekker, M Dumontier, J van Soest Data Science 4 (2), 121-150, 2021 | 8 | 2021 |
| Discovering hidden course requirements and student competences from grade data M Houbraken, C Sun, E Smirnov, K Driessens Adjunct publication of the 25th conference on user modeling, adaptation and …, 2017 | 8 | 2017 |
| ciTIzen-centric DAta pLatform (TIDAL): Sharing distributed personal data in a privacy-preserving manner for health research C Sun, M Gallofré Ocaña, J van Soest, M Dumontier Semantic Web 14 (5), 977-996, 2023 | 7 | 2023 |
| Privacy-preserving federated data analysis: data sharing, protection, and bioethics in healthcare A Choudhury, C Sun, A Dekker, M Dumontier, J van Soest Machine and Deep Learning in Oncology, Medical Physics and Radiology, 135-172, 2022 | 7 | 2022 |
| Analyzing partitioned fair health data Responsibly C Sun, L Ippel, B Wouters, J van Soest, A Malic, O Adekunle, B Berg, ... arXiv preprint arXiv:1812.00991, 2018 | 6 | 2018 |
| Privacy-preserving generalized linear models using distributed block coordinate descent EJ van Kesteren, C Sun, DL Oberski, M Dumontier, L Ippel arXiv preprint arXiv:1911.03183, 2019 | 4 | 2019 |
| Studying the association of diabetes and healthcare cost on distributed data from the Maastricht Study and Statistics Netherlands using a privacy-preserving federated learning … C Sun, J van Soest, A Koster, SJPM Eussen, MT Schram, CDA Stehouwer, ... Journal of Biomedical Informatics 134, 104194, 2022 | 2 | 2022 |
| Knowledge Graphs Evolution and Preservation--A Technical Report from ISWS 2019 N Abbas, K Alghamdi, M Alinam, F Alloatti, G Amaral, C d'Amato, ... arXiv preprint arXiv:2012.11936, 2020 | 2 | 2020 |
| Knowledge graphs evolution and preservation VA Carriero, L Asprino, R Biswas, I Celino, J Domingue, M Dumontier, ... | 2 | 2020 |
| TAPS Responsibility Matrix: A tool for responsible data science by design V Urovi, R Celebi, C Sun, L Rieswijk, M Erard, A Yilmaz, K Moodley, ... arXiv preprint arXiv:2302.01041, 2023 | 1 | 2023 |
| Analyze Decentralized Personal Health Data Using Solid, Digital Consent, and Federated Learning. C Sun, J van Soest, M Dumontier SWAT4HCLS, 169-170, 2023 | 1 | 2023 |
| Generative AI for Synthetic Data Across Multiple Medical Modalities: A Systematic Review of Recent Developments and Challenges M Ibrahim, YA Khalil, S Amirrajab, C Suna, M Breeuwer, J Pluim, B Elen, ... arXiv preprint arXiv:2407.00116, 2024 | | 2024 |
Michel DumontierDistinguished Professor of Data Science, Maastricht UniversityGeverifieerd e-mailadres voor maastrichtuniversity.nl
