A recent evaluation on the performance of LLMs on radiation oncology physics using questions of randomly shuffled options
These recently released LLMs demonstrated expert-level performance in answering radiation oncology physics questions, exhibiting great potential to assist in radiation oncology physics education and training.
Authors
- Dequan Chen
- Zhengliang Liu (ORCID: https://orcid.org/0000-0002-3381-871X)
- Jiajian Shen (ORCID: https://orcid.org/0000-0003-0439-2075)
- Jason Holmes (ORCID: https://orcid.org/0000-0001-8943-9471)
- Wei Liu (ORCID: https://orcid.org/0000-0002-9302-8170)
- Tianming Liu (ORCID: https://orcid.org/0000-0003-2245-7231)
- P. Wang (ORCID: https://orcid.org/0000-0002-6730-1524)
Institutions
- University of Georgia (US)
- WinnMed (US)
- Mayo Clinic in Arizona (US)
- Mayo Clinic in Florida (US)
Publication Details
- Journal
- Frontiers in Oncology
- Published
- 2025-05-23
- DOI
- https://doi.org/10.3389/fonc.2025.1557064
- Citations
- 8
- Primary Topic
- Topic Modeling
- Type
- article
- Field-Weighted Citation Impact
- 19.85