An Attentive Neural Sequence Labeling Model for Adverse Drug Reactions Mentions Extraction

An Attentive Neural Sequence Labeling Model for Adverse Drug Reactions Mentions Extraction

Adverse drug reactions (ADRs) are a main cause of morbidity and mortality in patients. Extracting mentions of ADRs from the health-related text has important applications in biomedical research. Existing work mainly utilizes feature-based pipeline methods or neural network models that use only word...

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Bibliographic Details
Main Authors: Peng Ding, Xiaobing Zhou, Xuejie Zhang, Jin Wang, Zhenfeng Lei
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Adverse drug reactions
biomedical text
deep learning
neural network
sequence labeling
social media
Online Access:https://ieeexplore.ieee.org/document/8540859/

Internet

https://ieeexplore.ieee.org/document/8540859/

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