Uncertainty-Aware Structured Data Extraction from Full CMR Reports via Distilled LLMs

Yi Yu, Parker Martin, Zhenyu Bu +5

Converting free-text cardiac magnetic resonance (CMR) reports into auditable structured data remains a bottleneck for cohort assembly, longitudinal curation, and clinical decision…