PHEONA: An Evaluation Framework for Large Language Model-based Approaches to Computational Phenotyping.

Abstract excerpt

Computational phenotyping is essential for biomedical research but often requires significant time and resources, especially since traditional methods typically involve extensive manual data review. While machine learning and natural language processing advancements have helped, further improvements are needed. Few studies have explored using Large Language Models (LLMs) for these tasks despite known advantages...

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