As a core partner in Helmholtz Imaging (HI), the German Cancer Research Center is committed to advancing imaging science and technology across all scales, modalities, and scientific domains together with the Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC, Berlin), the Helmholtz-Centre for Environmental Research (UFZ, Leipzig), and the German Electron Synchrotron (DESY, Hamburg). 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, environmental conditions, domains and populations, as well as noise characteristics and artifacts. Robustness is understood as a key building block toward trustworthy deployment of AI systems in high-stakes scientific, industrial and ...
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