Identifying plausible adverse drug reactions using knowledge extracted from the literature.

Ning Shang,Hua Xu,Thomas C. Rindflesch,Trevor Cohen

Journal of Biomedical Informatics（2014）

引用 74|浏览70

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摘要

•We evaluate PSI-based identification of relationships between drugs and ADRs.•PSI can incorporate relations and concepts and infer reasoning pathways.•PSI is more predictive than a co-occurrence based model.•Reasoning pathways suggest supporting evidence from literature for review.

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关键词

Pharmacovigilance,Distributional semantics,Literature-based discovery,Predication-based semantic indexing,Reflective random indexing

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