Knowledge-guided generative artificial intelligence for automated taxonomy learning from drug labels.

Journal: Journal of the American Medical Informatics Association : JAMIA

PMID: 38787964

Abstract

OBJECTIVES: To automatically construct a drug indication taxonomy from drug labels using generative Artificial Intelligence (AI) represented by the Large Language Model (LLM) GPT-4 and real-world evidence (RWE).

Authors

Yilu Fang

Department of Biomedical Informatics.
Patrick Ryan

Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.
Chunhua Weng

Department of Biomedical Informatics, Columbia University.

Keywords

Artificial Intelligence Classification Drug Labeling Humans Natural Language Processing

External Resources

View on PubMed Access via DOI PubMed (38787964)

Knowledge-guided generative artificial intelligence for automated taxonomy learning from drug labels.

Abstract

Authors

Keywords

External Resources

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