In which areas of healthcare are algorithms applied – both today and in the future? How can they improve medical care? And what are new challenges that arise from their implementation? On behalf of the Bertelsmann Stiftung, the research center ceres at the University of Cologne has carried out a review and analysis of algorithms in digital healthcare. In an interview, Prof. Christiane Woopen, head of the research group, explains where she sees the greatest disruptive potential in the use of algorithms in healthcare.With a view to the various opportunities and risks, the ethicist demands that we, as a society, have to discuss what price we want to pay for digital progress, how we create trust and how we maintain solidarity in the healthcare system. In short, how do we want to shape digitalization in the healthcare system?