Prenosil, Weitzel et al. unify semantically the large language model GPT-4 with a rule-based expert system to turn free-text radiology reports into structured, privacy-safe data. In a proof-of-concept on 206 prostate cancer PET/CT reports, the resulting neuro-symbolic artificial intelligence matches physicians and supports clinical trials at scale.
- George A. Prenosil
- Thilo K. Weitzel
- Ali Afshar-Oromieh
