About the Authors

Georgios Kaissis

Contributed equally to this work with: Georgios Kaissis, Sebastian Ziegelmayer, Fabian Lohöfer

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Diagnostic and Interventional Radiology, School of Medicine, Technical University of Munich, Munich, Germany

Sebastian Ziegelmayer

Contributed equally to this work with: Georgios Kaissis, Sebastian Ziegelmayer, Fabian Lohöfer

Roles Formal analysis, Investigation, Software, Writing – original draft, Writing – review & editing

Affiliation Department of Diagnostic and Interventional Radiology, School of Medicine, Technical University of Munich, Munich, Germany

Fabian Lohöfer

Contributed equally to this work with: Georgios Kaissis, Sebastian Ziegelmayer, Fabian Lohöfer

Roles Formal analysis, Methodology, Supervision, Writing – original draft, Writing – review & editing

Affiliation Department of Diagnostic and Interventional Radiology, School of Medicine, Technical University of Munich, Munich, Germany

Katja Steiger

Roles Formal analysis, Methodology, Visualization

Affiliation Department of Pathology, School of Medicine, Technical University of Munich, Munich, Germany

Hana Algül

Roles Project administration, Supervision

Affiliation Department of Internal Medicine II, School of Medicine, Technical University of Munich, Munich, Germany

Alexander Muckenhuber

Roles Formal analysis, Investigation, Methodology

Affiliation Department of Pathology, School of Medicine, Technical University of Munich, Munich, Germany

Hsi-Yu Yen

Roles Formal analysis, Investigation, Methodology, Visualization

Affiliation Department of Pathology, School of Medicine, Technical University of Munich, Munich, Germany

Ernst Rummeny

Roles Project administration, Supervision

Affiliation Department of Diagnostic and Interventional Radiology, School of Medicine, Technical University of Munich, Munich, Germany

Helmut Friess

Roles Project administration, Supervision

Affiliation Department of Surgery, School of Medicine, Technical University of Munich, Munich, Germany

Roland Schmid

Roles Project administration, Supervision

Affiliation Department of Internal Medicine II, School of Medicine, Technical University of Munich, Munich, Germany

Wilko Weichert

Roles Funding acquisition, Project administration, Supervision

Affiliation Department of Pathology, School of Medicine, Technical University of Munich, Munich, Germany

Jens T. Siveke

Roles Conceptualization, Investigation, Supervision, Validation, Writing – original draft, Writing – review & editing

Affiliations Division of Solid Tumor Translational Oncology, West German Cancer Center, University Hospital Essen, Essen, Germany, German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany

Rickmer Braren

Roles Conceptualization, Data curation, Funding acquisition, Methodology, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing

rbraren@tum.de

Affiliation Department of Diagnostic and Interventional Radiology, School of Medicine, Technical University of Munich, Munich, Germany

Competing Interests

The authors have declared that no competing interests exist.