scholarly journals Adverse Drug Event classification of health records using dictionary based pre-processing and machine learning

2015 ◽  
Author(s):  
Stefanie Friedrich ◽  
Hercules Dalianis
Keyword(s):  
Machine Learning ◽  
Adverse Drug Event ◽  
Drug Event ◽  
Health Records ◽  
Event Classification

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

scholarly journals Classification of Diabetes using Random Forest with Feature Selection Algorithm

2019 ◽  
Vol 9 (1) ◽  
pp. 1295-1300 ◽  
Keyword(s):  
Machine Learning ◽  
Feature Selection ◽  
Random Forest ◽  
Electronic Health Records ◽  
Learning Algorithm ◽  
Machine Learning Algorithm ◽  
Selection Algorithm ◽  
Feature Selection Algorithm ◽  
Health Records

Diabetes has become a serious problem now a day. So there is a need to take serious precautions to eradicate this. To eradicate, we should know the level of occurrence. In this project we predict the level of occurrence of diabetes. We predict the level of occurrence of diabetes using Random Forest, a Machine Learning Algorithm. Using the patient’s Electronic Health Records (EHR) we can build accurate models that predict the presence of diabetes.

scholarly journals Adverse Drug Event prediction combining shallow analysis and machine learning

2014 ◽  
Author(s):  
Sara Santiso ◽  
Arantza Casillas ◽  
Alicia Perez ◽  
Maite Oronoz ◽  
Koldo Gojenola
Keyword(s):  
Machine Learning ◽  
Adverse Drug Event ◽  
Drug Event ◽  
Event Prediction
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