openalexBMC Medical Informatics and Decision Making2026-07-24
Quality assessment of synthetic data in healthcare: a critical appraisal with a focus on subgroup bias
Christos Chatzichristos, Dimitris Katsimpokis, Congting Lai, L. van Santvliet, Flavio Camarrone, Daan Knoors, et al.
The creation of synthetic data in healthcare research has emerged as a compelling solution to address challenges related to data privacy, in case of data-sharing and data scarceness for training machine learning models. The current paper aims to provide a critical landscape analy…