Modeling heterogeneous clinical sequence data in semantic space for adverse drug event detection

2015 ◽  
Author(s):  
Aron Henriksson ◽  
Jing Zhao ◽  
Henrik Bostrom ◽  
Hercules Dalianis
Keyword(s):  
Adverse Drug Event ◽  
Event Detection ◽  
Sequence Data ◽  
Semantic Space ◽  
Drug Event

Adverse Drug Event Detection from Electronic Health Records Using Hierarchical Recurrent Neural Networks with Dual-Level Embedding

Drug Safety ◽  
2019 ◽  
Vol 42 (1) ◽  
pp. 113-122 ◽  
Author(s):  
Susmitha Wunnava ◽  
Xiao Qin ◽  
Tabassum Kakar ◽  
Cansu Sen ◽  
Elke A. Rundensteiner ◽  
...  
Keyword(s):  
Neural Networks ◽  
Electronic Health Records ◽  
Adverse Drug Event ◽  
Event Detection ◽  
Recurrent Neural Networks ◽  
Drug Event ◽  
Health Records ◽  
Electronic Health

Pharmacists versus nonpharmacists in adverse drug event detection: A meta-analysis and systematic review

2007 ◽  
Vol 64 (8) ◽  
pp. 842-849 ◽  
Author(s):  
Shobha Phansalkar ◽  
Jennifer M. Hoffman ◽  
Jonathan R. Nebeker ◽  
John F. Hurdle
Keyword(s):  
Systematic Review ◽  
Adverse Drug Event ◽  
Event Detection ◽  
Meta Analysis ◽  
Drug Event

Evaluation of the Case–Crossover (CCO) Study Design for Adverse Drug Event Detection

Drug Safety ◽  
2017 ◽  
Vol 40 (9) ◽  
pp. 789-798 ◽  
Author(s):  
Zachary Burningham ◽  
Tao He ◽  
Chia-Chen Teng ◽  
Xi Zhou ◽  
Jonathan Nebeker ◽  
...  
Keyword(s):  
Study Design ◽  
Adverse Drug Event ◽  
Event Detection ◽  
Drug Event ◽  
Case Crossover

scholarly journals BERT Prescriptions to Avoid Unwanted Headaches: A Comparison of Transformer Architectures for Adverse Drug Event Detection

2021 ◽  
Author(s):  
Beatrice Portelli ◽  
Edoardo Lenzi ◽  
Emmanuele Chersoni ◽  
Giuseppe Serra ◽  
Enrico Santus
Keyword(s):  
Adverse Drug Event ◽  
Event Detection ◽  
Drug Event
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