Within HI, DKFZ contributes a strong focus on AI-based image analysis and AI validation, offering an attractive research environment with excellent infrastructure, mentoring for young group leaders, administrative support for extramural funding (e.g. ERC), and an international, collegial, and family-friendly atmosphere. The Young Investigator Group will complement DKFZ's image analysis and AI methodology activities by focusing on data-centric AI and robust machine learning for imaging across domains, with applications spanning biomedical imaging and other imaging-intensive fields represented within the Helmholtz Association. The group's methodological focus will be on developing algorithms and frameworks that ensure stable and predictable model behavior under real-world variability and perturbations, such as changes in acquisition devices, experimental setups, ...
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