Generalizability of machine learning methods in detecting adverse drug events from clinical narratives in electronic medical records

We assessed the generalizability of machine learning methods using natural language processing (NLP) techniques to detect adverse drug events (ADEs) from clinical narratives in electronic medical records (EMRs). We constructed a new corpus correlating drugs with adverse drug events using 1,394 clini...

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Bibliographic Details
Main Authors: Md Muntasir Zitu (Author), Shijun Zhang (Author), Dwight H. Owen (Author), Chienwei Chiang (Author), Lang Li (Author)
Format: Book
Published: Frontiers Media S.A., 2023-07-01T00:00:00Z.
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