Open access
Jul 2026
Linguistic Fidelity and Classification Performance of Large Language Models for Generating Synthetic Operative Notes: Evaluation Study
The findings suggest that synthetic data generation may address data scarcity challenges in specialized surgical domains, particularly for rare or underrepresented procedures, enabling robust machine learning model development.
Meredith Cox, Elaine Lin, Nicholas Oleck et al.
· JMIR Formative Research · 0 citations