Open access
Jun 2026
ASTAR: Automated Induction of Standardized Radiology Reporting Templates from Large-Scale Clinical Free-Text Corpora
This work demonstrates that, in this reporting scenario, the ASTAR-induced template surpasses two expert-curated templates across template coverage, information fidelity, diagnostic fidelity, and expert-rated usability, reducing template development from weeks of committee deliberation to hours of automated processing.
Xin-Feng Zhang, Ming-Xuan Liu, Yi-Fei Chen et al.
· medRxiv · 0 citations