Comparison of techniques for fine-tuning open-weight models for entity extraction from radiology reports
Converting free-text radiology reports into structured labels supports cohort building, quality assurance, and monitoring of clinical imaging models, but the strongest label extractors are hosted proprietary models whose use raises privacy, cost, and reproducibility concerns. We asked whether a fine-tuned open-weight m...
Aawez Mansuri, Kush Mehta, Mohammadreza Chavoshi et al.
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