Unveiling differential adverse event profiles in vaccines via LLM text embeddings and ontology semantic analysis

Abstract Background Vaccines are crucial for preventing infectious diseases; however, they may also be associated with adverse events (AEs). Conventional analysis of vaccine AEs relies on manual review and assignment of AEs to terms in terminology or ontology, which is a time-consuming process and c...

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Bibliographic Details
Main Authors: Zhigang Wang, Xingxian Li, Jie Zheng, Yongqun He
Format: Article
Language:English
Published: BMC 2025-05-01
Series:Journal of Biomedical Semantics
Subjects:
Online Access:https://doi.org/10.1186/s13326-025-00331-8
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