J.P.A. van Soest
van Soest, J. P. A. (2018). Clinical data science in Radiotherapy: data extraction and quantitative analysis. [Doctoral Thesis, Maastricht University]. Datawyse / Universitaire Pers Maastricht. https://doi.org/10.26481/dis.20181128js
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Deist, T., Jochems, A., van Soest, J., Nalbantov, G., Oberije, C., Walsh, S., Eble, M., Bulens, P., Coucke, P., Dries, W., Dekker, A., & Lambin, P. (2017). Infrastructure and distributed learning methodology for privacy-preserving multi-centric rapid learning health care: euroCAT. Clinical and Translational Radiation Oncology, 4, 24-31. https://doi.org/10.1016/j.ctro.2016.12.004
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Traverso, A., van Soest, J., Wee, L., & Dekker, A. (2018). The radiation oncology ontology (ROO): Publishing linked data in radiation oncology using semantic web and ontology techniques. Medical Physics, 45(10), E854-E862. https://doi.org/10.1002/mp.12879
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Sun, C., van Soest, J., & Dumontier, M. (2023). Generating synthetic personal health data using conditional generative adversarial networks combining with differential privacy. Journal of Biomedical Informatics, 143, Article 104404. https://doi.org/10.1016/j.jbi.2023.104404
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Sun, C., Ocana, M. G., van Soest, J., & Dumontier, M. (2023). ciTIzen-centric DAta pLatform (TIDAL): Sharing distributed personal data in a privacy-preserving manner for health research. Semantic web, 14(5), 977-996. https://doi.org/10.3233/SW-223220
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Sun, C., van Soest, J., Koster, A., Eussen, S. J. P. M., Schram, M. T., Stehouwer, C. D. A., Dagnelie, P. C., & Dumontier, M. (2022). Studying the association of diabetes and healthcare cost on distributed data from the Maastricht Study and Statistics Netherlands using a privacy-preserving federated learning infrastructure. Journal of Biomedical Informatics, 134. https://doi.org/10.1016/j.jbi.2022.104194
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Sun, C., Ippel, L., Dekker, A., Dumontier, M., Van Soest, J., & Verspoor, K. (Ed.) (2021). A systematic review on privacy-preserving distributed data mining. Data Science, 4(2), 121-150. https://doi.org/10.3233/DS-210036
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J.P.A. van Soest
Assistant Professor
Institute for Digital Smart Society
Faculty of Science and Engineering