His higher education started with a BSc in Applied Computer Science at University College of Ghent, where he specialized in computer networks. He continued with an MSc in Artificial Intelligence at Maastricht University, and a postgraduate MSc in Clinical Epidemiology at Utrecht University. During his PhD, he started working on statistical methods for applying evidence synthesis in risk prediction, and developed several frameworks for evaluating and improving the performance of clinical prediction models.