Collaborative framework on responsible AI in LLM-driven CDSS for precision oncology leveraging real-world patient data
Year: 2025
Type: article
Language: en
Topic: Artificial Intelligence in Healthcare and Education
Authors and affiliations:
raw_author_name: Sonja Mathes
raw_affiliation_strings: Institute for History, Theory and Ethics of Medicine, University of Mainz Medical Center, Mainz, Germany. sonja.mathes@mri.tum.de
TUM School of Medicine and Health, Department of Dermatology, Technical University of Munich, Munich, Germany. sonja.mathes@mri.tum.de
TUM School of Medicine and Health, Department of Dermatology, Technical University of Munich, Munich, Germany
Institute for History, Theory and Ethics of Medicine, University of Mainz Medical Center, Mainz, Germany
raw_author_name: Dyke Ferber
raw_affiliation_strings: Department of Medical Oncology, Heidelberg University Hospital, Heidelberg, Germany
Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany
National Center for Tumor Diseases, Heidelberg University Hospital, Heidelberg, Germany
raw_author_name: Tobias Dreyer
raw_affiliation_strings: German Cancer Consortium (DKTK), partner site Munich, a partnership between DKFZ and University Hospital of the Technical University of Munich (TUM), Munich, Germany
TUM School of Medicine and Health, Department of Gynecology and Center for Hereditary Breast and Ovarian Cancer, Technical University of Munich, Munich, Germany
raw_author_name: Kai J. Borm
raw_affiliation_strings: Bavarian Center for Cancer Research (BZKF), Technical University of Munich Partner Site, Munich, Germany
Technical University of Munich, School of Medicine and Health, Department of Radiation Oncology, Munich, Germany
raw_author_name: Luise Modersohn
raw_affiliation_strings: TUM School of Medicine and Health, Institute of Artificial Intelligence in Medicine and Healthcare, Technical University of Munich, Munich, Germany
raw_author_name: Theresa Willem
raw_affiliation_strings: Helmholtz Munich, Munich, Germany
TUM School of Medicine and Health, Institute of History and Ethics in Medicine, Technical University of Munich, Munich, Germany
raw_author_name: Richard Dirven
raw_affiliation_strings: Cancer Core Europe, Villejuif, France
Department of Head and Neck Surgery and Oncology, Netherlands Cancer Institute, Amsterdam, The Netherlands
Department of Otorhinolaryngology and Head and Neck Surgery, Radboud University Medical Center, Nijmegen, the Netherlands
raw_author_name: Julien Vibert
raw_affiliation_strings: Cancer Core Europe, Villejuif, France
Drug Development Department, Gustave Roussy, DITEP, Villejuif, France
raw_author_name: Simon Kreutzfeldt
raw_affiliation_strings: Cancer Core Europe, Villejuif, France
Division of Translational Medical Oncology, German Cancer Research Center (DKFZ), and NCT Heidelberg, Heidelberg, Germany
raw_author_name: Raquel Perez-Lopez
raw_affiliation_strings: Cancer Core Europe, Villejuif, France
Radiomics Group, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
raw_author_name: Arsela Prelaj
raw_affiliation_strings: Cancer Core Europe, Villejuif, France
Department of Medical Oncology, AI-ON-Lab, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
raw_author_name: Fredrik Strand
raw_affiliation_strings: Department of Oncology and Pathology, Karolinska Institutet, Solna, Sweden
Medical Diagnostics Karolinska, Karolinska University Hospital, Solna, Sweden
raw_author_name: Richard D. Baird
raw_affiliation_strings: Cancer Core Europe, Villejuif, France
Cancer Research UK Cambridge Centre, Cambridge, UK
raw_author_name: Martin Boeker
raw_affiliation_strings: TUM School of Medicine and Health, Institute of Artificial Intelligence in Medicine and Healthcare, Technical University of Munich, Munich, Germany
raw_author_name: Jakob Nikolas Kather
raw_affiliation_strings: Cancer Core Europe, Villejuif, France
Department of Medical Oncology, Heidelberg University Hospital, Heidelberg, Germany
Department of Medicine I, University Hospital Dresden, Dresden, Germany
Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany
National Center for Tumor Diseases, Heidelberg University Hospital, Heidelberg, Germany
raw_author_name: Maximilian Tschochohei
raw_affiliation_strings: Google Cloud, Munich, Germany
TUM School of Medicine and Health, Institute of Artificial Intelligence in Medicine and Healthcare, Technical University of Munich, Munich, Germany
raw_author_name: Jacqueline Lammert
raw_affiliation_strings: German Cancer Consortium (DKTK), partner site Munich, a partnership between DKFZ and University Hospital of the Technical University of Munich (TUM), Munich, Germany
TUM School of Medicine and Health, Center for Personalized Medicine (ZPM), University Hospital of the Technical University of Munich (TUM), Munich, Germany
TUM School of Medicine and Health, Department of Gynecology and Center for Hereditary Breast and Ovarian Cancer, Technical University of Munich, Munich, Germany
TUM School of Medicine and Health, Institute of Artificial Intelligence in Medicine and Healthcare, Technical University of Munich, Munich, Germany