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Extracting medications and associated adverse drug events using a natural language processing system combining knowledge base and deep learning

OBJECTIVE: Detecting adverse drug events (ADEs) and medications related information in clinical notes is important for both hospital medical care and medical research. We describe our clinical natural language processing (NLP) system to automatically extract medical concepts and relations related to...

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Bibliographische Detailangaben
Veröffentlicht in:J Am Med Inform Assoc
Hauptverfasser: Chen, Long, Gu, Yu, Ji, Xin, Sun, Zhiyong, Li, Haodan, Gao, Yuan, Huang, Yang
Format: Artigo
Sprache:Inglês
Veröffentlicht: Oxford University Press 2019
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7489056/
https://ncbi.nlm.nih.gov/pubmed/31591641
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocz141
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