Maarten De Vos

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…Read more

Causal inference and machine learning in power and energy systems: A review of assumptions, applications and opportunities

Fuyang Jiang, Maarten De Vos, Zhenyi Wang, Geert Deconinck, Hussain Kazmi