My Research

Current position

I am currently working as a postdoc, jointly at the Institute of Risk Assessment Science (IRAS) in Utrecht University and at UMC Utrecht. The research is still anthropocentric. I am learning about exposome and cardiovascular risks, and trying to use interpretable ML models for improving causal discovery. As a postdoc I contribute to the following projects: (1) the EXPANSE EU project, WP-5 and with the Exposome NL network through Prof. Dr. Roel Vermeulen and Dr. Jelle Vlaanderen, and (2) MyDigiTwin project through Prof. Dr. Folkert Asselbergs and Dr. Floriaan Schmidt.

PhD research

During my PhD I worked on interpretable supervised machine learning approaches to deal with real world medical data, with the final goal of having computer aided clinical decision support system for medical professionals , and knowledge extraction from provided datasets.

Here you can find a summary of my academic journey till now.

Publications