scholarly journals Predictive modeling of structured electronic health records for adverse drug event detection

2015 ◽  
Vol 15 (S4) ◽  
Author(s):  
Jing Zhao ◽  
Aron Henriksson ◽  
Lars Asker ◽  
Henrik Boström
Keyword(s):  
Electronic Health Records ◽  
Predictive Modeling ◽  
Adverse Drug Event ◽  
Event Detection ◽  
Drug Event ◽  
Health Records ◽  
Electronic Health

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

Time-to-Event Predictive Modeling for Chronic Conditions Using Electronic Health Records

2014 ◽  
Vol 29 (3) ◽  
pp. 14-20 ◽  
Author(s):  
Yu-Kai Lin ◽  
Hsinchun Chen ◽  
Randall A. Brown ◽  
Shu-Hsing Li ◽  
Hung-Jen Yang
Keyword(s):  
Electronic Health Records ◽  
Predictive Modeling ◽  
Chronic Conditions ◽  
Time To Event ◽  
Health Records ◽  
Electronic Health

scholarly journals PARAMO: A PARAllel predictive MOdeling platform for healthcare analytic research using electronic health records

2014 ◽  
Vol 48 ◽  
pp. 160-170 ◽  
Author(s):  
Kenney Ng ◽  
Amol Ghoting ◽  
Steven R. Steinhubl ◽  
Walter F. Stewart ◽  
Bradley Malin ◽  
...  
Keyword(s):  
Electronic Health Records ◽  
Predictive Modeling ◽  
Health Records ◽  
Electronic Health
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