LLM Outperforms Manual Reviewers in Breast Ultrasound Report Quality Control

LLM for breast ultrasound report quality control: 80% accuracy for margins (vs 64% manual), 74% for echo patterns (56%), 50 reports in 13 min (vs 213 min), suggesting time-saving automation.

• The LLM performed especially well in complex multi-lesion reports and higher BI-RADS categories (3-5), showing accuracy comparable to manual review.
• Authors noted concerns about data privacy and the need for frequent updates with new information before clinical deployment.

Automated summary

RadPigeon summaries are original and for information only. They are not clinical advice.