Developing a named entity framework for thyroid cancer staging and risk level classification using large language models.

• Tác giả: Ivan C H Au, Wing Yiu Cheng, Matrix M H Fung, Joshua W K Ho, Brian H H Lang, Victor H F Lee, Kathy S M Leung, Xiaodong Liu, Yan Luk, Isaac C Y Tai, Eric H M Tang, Zhili Wei, Carlos K H Wong, Chun Ka Wong, Jason W H Wong, Zoie S Y Wong, Joseph T Wu, Tingting Wu
• Ngôn ngữ: eng
• Thông tin xuất bản: England : NPJ digital medicine , 2025
• Bộ sưu tập: NCBI
• ID: 741418

Tóm tắt

We developed a named entity (NE) framework for information extraction from semi-structured clinical notes retrieved from The Cancer Genome Atlas-Thyroid Cancer (TCGA-THCA) database and examined Large Language Models (LLMs) strategies to classify the 8