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Talking about personalized medicine there has been a long evolution. In his talk Prof. Böttinger presents the results of selected research projects in this field, which provide the basis for the strategic focus areas of the new founded Digital Health Center. Prof. Böttinger gave this inaugural lecture at the Hasso Plattner Institute on December 14, 2017.