Blog
Healthcare professionals should be able to write naturally. Posologie explores how a small, specialised AI model can turn medication instructions into structured data and reduce repetitive form filling.
Clinical data access became a bottleneck in my own PhD. MedDeID is my attempt to turn that bottleneck into open infrastructure for the wider healthcare ecosystem.
What two clinical text structuring projects taught me about the path towards a useful Belgian Integrated Health Record.
A guest lecture on AI in medicine for final-year medical students in the University of Antwerp 'Terugkomdagen' program.
What I learned while turning a clinical text de-identification model into a scalable API with GPU inference, batching, deployment automation, and Kubernetes scaling.
AI in healthcare only works when data, compute, clinical expertise, and governance are all in place together.