Clinical Information Extraction with Large Language Models: A Case Study on Organ Procurement

• Published in: AMIA ... Annual Symposium proceedings Vol. 2024; p. 115
• Main Authors: Adam, Hammaad, Lin, Junjing, Lin, Jianchang, Keenan, Hillary, Wilson, Ashia, Ghassemi, Marzyeh
• Format: Journal Article
• Language: English
• Published: United States 2024
• Subjects: Humans; Information Storage and Retrieval - methods; Large Language Models; Natural Language Processing; Tissue and Organ Procurement

Recent work has demonstrated that large language models (LLMs) are powerful tools for clinical information extraction from unstructured text. However, existing approaches have largely ignored the extraction of numeric information such as laboratory tests and vital signs. In this article, we present...