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Chang Sun
Chang Sun
Institute of Data Science at Maastricht University
Geverifieerd e-mailadres voor maastrichtuniversity.nl
Titel
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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
352019
Deep Generative Models for Synthetic Sequential Data: A Survey
P Eigenschink, T Reutterer, S Vamosi, R Vamosi, C Sun, K Kalcher
IEEE Access, 2023
202023
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
16*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
142022
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
122023
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
92023
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
92021
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
82021
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
82017
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
72022
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
72018
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
62023
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
42019
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
22020
Knowledge graphs evolution and preservation
VA Carriero, L Asprino, R Biswas, I Celino, J Domingue, M Dumontier, ...
22020
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
12023
Analyze Decentralized Personal Health Data using Solid, Digital Consent, and Federated Learning
C Sun, J van Soest, M Dumontier
14th International Conference on Semantic Web Applications and Tools for …, 2023
12023
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
12022
Privacy-preserving personal data analysis
C Sun
Maastricht University, 2022
2022
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Artikelen 1–20