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

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

Abstract 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 8th edition of American Joint Committee o...

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Main Authors: Matrix M. H. Fung, Eric H. M. Tang, Tingting Wu, Yan Luk, Ivan C. H. Au, Xiaodong Liu, Victor H. F. Lee, Chun Ka Wong, Zhili Wei, Wing Yiu Cheng, Isaac C. Y. Tai, Joshua W. K. Ho, Jason W. H. Wong, Brian H. H. Lang, Kathy S. M. Leung, Zoie S. Y. Wong, Joseph T. Wu, Carlos K. H. Wong
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-025-01528-y
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https://doi.org/10.1038/s41746-025-01528-y

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