In recent years, artificial intelligence (AI) has woven itself into our daily lives for many applications. In order to get a better view on how AI enters medicine, Dr. Jan Moritz Middeke (University Hospital Dresden, Germany) and Prof. Gilles Louppe (University of Liège, Belgium) gave an overview on practical applications, promising results and potential pitfalls of the use of AI in daily clinical practice.