Social Media Adverse Drug Reaction Detection Based on Bi-LSTM with Multi-head Attention Mechanism

2021 ◽  
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Author(s):  
Xuqi Wang ◽  
Wenzhun Huang ◽  
Shanwen Zhang
Keyword(s):  
Social Media ◽  
Adverse Drug Reaction ◽  
Drug Reaction ◽  
Attention Mechanism

Lexicon Knowledge Boosted Interaction Graph Network for Adverse Drug Reaction Recognition from Social Media

2020 ◽  
pp. 1-1
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Zhihao Yang ◽  
Lei Wang ◽  
Yin Zhang ◽  
Hongfei Lin ◽  
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Social Media ◽  
Adverse Drug Reaction ◽  
Drug Reaction ◽  
Interaction Graph

scholarly journals Adverse Drug Reaction Identification and Extraction in Social Media: A Scoping Review

2015 ◽  
Vol 17 (7) ◽  
pp. e171 ◽  
Author(s):  
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Redhouane Abdellaoui ◽  
Florelle Bellet ◽  
Hadyl Asfari ◽  
Julien Souvignet ◽  
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Keyword(s):  
Social Media ◽  
Adverse Drug Reaction ◽  
Drug Reaction ◽  
Scoping Review

scholarly journals Public Perspectives of Using Social Media Data to Improve Adverse Drug Reaction Reporting: A Mixed-Methods Study

Drug Safety ◽  
2021 ◽  
Vol 44 (5) ◽  
pp. 553-564 ◽  
Author(s):  
Alexander Bulcock ◽  
Lamiece Hassan ◽  
Sally Giles ◽  
Caroline Sanders ◽  
Goran Nenadic ◽  
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Keyword(s):  
Social Media ◽  
Adverse Drug Reaction ◽  
Drug Reaction ◽  
Mixed Methods ◽  
Adverse Drug Reaction Reporting ◽  
Mixed Methods Study ◽  
Social Media Data ◽  
Reaction Reporting ◽  
Public Perspectives ◽  
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Identifying Adverse Drug Reaction Entities from Social Media with Adversarial Transfer Learning Model

2021 ◽  
Author(s):  
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Hongfei Lin ◽  
Yuqi Ren ◽  
Zhihao Yang ◽  
Jian Wang ◽  
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Adverse Drug Reaction ◽  
Drug Reaction ◽  
Transfer Learning ◽  
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scholarly journals Adverse drug reaction detection on social media with deep linguistic features

2020 ◽  
Vol 106 ◽  
pp. 103437
Author(s):  
Ying Zhang ◽  
Shaoze Cui ◽  
Huiying Gao
Keyword(s):  
Social Media ◽  
Adverse Drug Reaction ◽  
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Linguistic Features
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