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Frederick has been researching AI in pathology since 2012 and initiated Aignostics. He is a professor of Pathology and Director of the Institute of Pathology at Ludwig-Maximilians-Universität Munich, but also a trained physicist and inventor. Moreover, Frederick is the topic leader at WHO for AI in healthcare (AI4Health) and a member of the International Academy of Pathology, amongst other roles.