Two stage large language model approach enhancing entity classification and relationship mapping in radiology reports
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Large language models (LLMs) hold transformative potential for medical image labeling in radiology, addressing challenges posed by linguistic variability in reports. We developed a two-stage natural language processing pipeline that combines Bidirectional Enco... ...