The Surgical Data Science Workshop 2019 will be organized as part of the Surgical Data Science Initiative funded by the National Center for Tumor Diseases Heidelberg (NCT) and is sponsored by KARL STORZ SE & Co. KG, Intuitive Surgical Inc., Verb Surgical Inc., the NCT, and the University of Rennes 1.