Expert-Guided Large Language Models for Clinical Decision Support in Precision Oncology
Expert feedback and domain-specific data augment LLM performance. Future research should investigate responsible LLM integration into real-world clinical workflows.
Authors
- Kristina Schwamborn (ORCID: https://orcid.org/0000-0003-3717-0823)
- Maximilian Tschochohei
- Kai Joachim Borm (ORCID: https://orcid.org/0009-0005-8580-890X)
- Jacqueline Lammert (ORCID: https://orcid.org/0000-0002-0380-574X)
- Johannes Jung (ORCID: https://orcid.org/0000-0003-0137-7929)
- Sebastian Lange (ORCID: https://orcid.org/0000-0003-0406-1401)
- Ulrich A. Schatz (ORCID: https://orcid.org/0009-0008-6596-128X)
- Dyke Ferber (ORCID: https://orcid.org/0009-0006-6195-9276)
- Nicole Pfarr (ORCID: https://orcid.org/0000-0002-5977-5375)
- Sonja Mathes (ORCID: https://orcid.org/0000-0001-5770-762X)
- Carolin Mogler (ORCID: https://orcid.org/0000-0003-3400-7254)
- Jakob Nikolas Kather (ORCID: https://orcid.org/0000-0002-3730-5348)
- Marion B. Kiechle (ORCID: https://orcid.org/0000-0003-4237-2657)
- Anna Durner (ORCID: https://orcid.org/0000-0002-0993-8869)
- Tobias F. Dreyer (ORCID: https://orcid.org/0000-0002-5366-7859)
- Christof Winter (ORCID: https://orcid.org/0000-0002-0253-9056)
- Alisa Martina Lörsch
- Leonid Kuligin
- Anna Lena Illert
Institutions
- German Cancer Research Center (DE)
- Johannes Gutenberg University Mainz (DE)
- Heidelberg University (DE)
- University Hospital Heidelberg (DE)
- TUM Klinikum (DE)
- University Medical Center of the Johannes Gutenberg University Mainz (DE)
- Fresenius (Germany) (DE)
- National Center for Tumor Diseases (DE)
- Deutsches Konsortium für Translationale Krebsforschung (DE)
- Technical University of Munich (DE)
Publication Details
- Journal
- JCO Precision Oncology
- Published
- 2024-10-01
- DOI
- https://doi.org/10.1200/po-24-00478
- Citations
- 36
- Primary Topic
- Cancer Genomics and Diagnostics
- Type
- article
- Field-Weighted Citation Impact
- 10.27