About the Authors
- Frederik Wessels
-
Roles Conceptualization, Data curation, Formal analysis, Methodology, Visualization, Writing – original draft, Writing – review & editing
Affiliations Digital Biomarkers for Oncology Group, National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany, Department of Urology & Urological Surgery, Medical Faculty Mannheim of Heidelberg University, University Medical Center Mannheim, Mannheim, Germany
- Max Schmitt
-
Roles Formal analysis, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing
Affiliation Digital Biomarkers for Oncology Group, National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany
- Eva Krieghoff-Henning
-
Roles Conceptualization, Funding acquisition, Methodology, Supervision, Writing – original draft, Writing – review & editing
Affiliation Digital Biomarkers for Oncology Group, National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany
- Jakob N. Kather
-
Roles Methodology, Writing – review & editing
Affiliations Department of Medicine III, University Hospital RWTH Aachen, Aachen, Germany, Division of Pathology and Data Analytics, Leeds Institute of Medical Research at St James’s, University of Leeds, Leeds, United Kingdom, Medical Oncology, National Center for Tumor Diseases (NCT), University Hospital Heidelberg, Heidelberg, Germany
- Malin Nientiedt
-
Roles Data curation, Writing – review & editing
Affiliation Department of Urology & Urological Surgery, Medical Faculty Mannheim of Heidelberg University, University Medical Center Mannheim, Mannheim, Germany
- Maximilian C. Kriegmair
-
Roles Data curation, Writing – review & editing
Affiliation Department of Urology & Urological Surgery, Medical Faculty Mannheim of Heidelberg University, University Medical Center Mannheim, Mannheim, Germany
- Thomas S. Worst
-
Roles Conceptualization, Writing – review & editing
Affiliation Department of Urology & Urological Surgery, Medical Faculty Mannheim of Heidelberg University, University Medical Center Mannheim, Mannheim, Germany
- Manuel Neuberger
-
Roles Methodology, Writing – review & editing
Affiliation Department of Urology & Urological Surgery, Medical Faculty Mannheim of Heidelberg University, University Medical Center Mannheim, Mannheim, Germany
- Matthias Steeg
-
Roles Writing – review & editing
Affiliation Institute of Pathology, Medical Faculty Mannheim of Heidelberg University, University Medical Center Mannheim, Mannheim, Germany
- Zoran V. Popovic
-
Roles Writing – review & editing
Affiliation Institute of Pathology, Medical Faculty Mannheim of Heidelberg University, University Medical Center Mannheim, Mannheim, Germany
- Timo Gaiser
-
Roles Conceptualization, Resources, Supervision, Writing – review & editing
Affiliation Institute of Pathology, Medical Faculty Mannheim of Heidelberg University, University Medical Center Mannheim, Mannheim, Germany
- Christof von Kalle
-
Roles Writing – review & editing
Affiliation Department of Clinical-Translational Sciences, Berlin Institute of Health (BIH), Charité University Medicine, Berlin, Germany
- Jochen S. Utikal
-
Roles Funding acquisition, Writing – review & editing
Affiliation Clinical Cooperation Unit Dermato-Oncology, University Medical Center Mannheim, University of Heidelberg, German Cancer Research Center (DKFZ), Mannheim and Heidelberg, Germany
- Stefan Fröhling
-
Roles Resources, Writing – review & editing
Affiliation National Center for Tumor Diseases, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Maurice S. Michel
-
Roles Resources, Writing – review & editing
Affiliation Department of Urology & Urological Surgery, Medical Faculty Mannheim of Heidelberg University, University Medical Center Mannheim, Mannheim, Germany
- Philipp Nuhn
-
Contributed equally to this work with: Philipp Nuhn, Titus J. Brinker
Roles Conceptualization, Funding acquisition, Supervision, Writing – review & editing
Affiliation Department of Urology & Urological Surgery, Medical Faculty Mannheim of Heidelberg University, University Medical Center Mannheim, Mannheim, Germany
- Titus J. Brinker
-
Contributed equally to this work with: Philipp Nuhn, Titus J. Brinker
Roles Conceptualization, Funding acquisition, Methodology, Supervision, Writing – review & editing
* E-mail: titus.brinker@dkfz.de
Affiliation Digital Biomarkers for Oncology Group, National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany
Competing Interests
TJ Brinker would like to disclose that he is the owner of Smart Health Heidelberg GmbH (Handschuhsheimer Landstr. 9/1, 69120 Heidelberg, Germany) which develops mobile apps, outside of the submitted work. JNK declares consulting services for Owkin, France and Panakeia, UK, outside of the submitted work. This does not alter our adherence to PLOS ONE policies on sharing data and materials.