Explanatory Data Analysis group

Shannon Kroes

Shannon Kroes
Shannon Kroes
PhD candidate

PhD candidate LinkedIn profile

Shannon is a PhD student at Sanquin in Leiden. She obtained her Bachelor's degree in Psychology and her Master's in Methodology and Statistics at Utrecht University. Her PhD project focuses on the development of methods and tools for the (privacy-preserving) exchange, analysis, and publication of anonymised patient data.

She is supervised by Mart Janssen (Sanquin), Rolf Groenwold (Leiden University Medical Center), and Matthijs van Leeuwen (Leiden Institute of Advanced Computer Science).

Selected recent publications

2023
Kroes, SKS, van Leeuwen, M, Groenwold, RHH & Janssen, MP Evaluating Cluster-Based Synthetic Data Generation for Blood-Transfusion Analysis. Journal of Cybersecurity and Privacy vol.3(4), pp 882-894, MDPI, 2023.
Kroes, SKS, van Leeuwen, M, Groenwold, RHH & Janssen, MP Generating synthetic mixed discrete-continuous health records with mixed sum-product networks. Journal of the American Medical Informatics Association vol.30(1), Oxford University Press, 2023.
2021
Kroes, SKS, Janssen, MP, Groenwold, RHH & van Leeuwen, M Evaluating privacy of individuals in medical data. Health Informatics Journal, SAGE Publications