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© University of Cologne and University Hospital Cologne Institute for Biomedical Informatics
Our Distributed Analytics (DA) team focuses on enabling privacy-preserving machine learning on sensitive medical patient data. We develop technologies that allow institutions to collaboratively analyze patient data - such as electronic health records or imaging data - without the need to centralize it. This is particularly crucial in healthcare settings, where data privacy and sovereignty are paramount. [...]