Projects
Data-driven image-based phenotyping and inferencing. KU Leuven
In the next five to twenty years, whole genome sequencing will become the standard of care in clinics. In parallel, imaging systems are improving in resolution and modalities for deep and longitudinal phenotyping. This presents new methodological challenges in image analysis, with uncharted high impact applications in personalized, preventive and precision medicine and cross-modal inferencing. My research program aims to substantially advance ...
Buiding a robust and high-bioanalytical platform for metabolomics. University of Antwerp
The spatio-temporal dynamics of value-based action-selection Ghent University
We make countless choices every day, and we expect them to lead to favorable outcomes. Past research on such value-based decision-making focused largely on valuation and reinforcement learning processes, while action-selection received surprisingly little attention. This is despite the fact that without selection, there will often be no reward at all. We know that selection requires an intricate interplay of cortical and subcortical brain ...