About

Position

XDMD <> academia

Collaboration based on shared values and objectivesStrong competition within academia
Focus on AI development and compliance for medical image analysisFocus on scientific or career advancements (publishing papers, getting PhD or tenure)
Focus on what worksFocus on novelty
Publishing optionalThou shall publish
Long-term continuity of expertise and experienceExpertise often tied to PhD students with long learning curves and fixed-term contracts
Multi-center data, enabling building foundation modelsEasier access to data but often single-center only
Professional GPU clusterOften limited computational resources

XDMD <> industry

Organization is small and flexible, communication fast and directSome organizations are large, more layers for decision making
We consider all anatomies, pathologies, and modalitiesMost AI companies working on specific end products
Solution is part of shared objectiveSolution not always possible because not part of product line
Deep understanding of medical imaging, decades of combined experienceExpertise and experience often dependent on few individuals within smaller team

Location

The company is located in Utrecht, The Netherlands. This is the same city where Wilhelm Röntgen once lived as an aspiring physics student before his discovery of X-rays, which marked the birth of radiology and earned him the first Nobel Prize in Physics. The ‘X’ in our name refers to X-rays, and the remaining letters follow almost naturally: the ‘D’ stands for Diagnostic task performed by Medical Doctors replaced by Artificial Intelligence. Our stance is: AI will replace tasks, not doctors. But AGI seems one prompt away!

Spacetime