Detect adverse drug reactions for drug Simvastatin

被引:2
作者
Liu, Yihui
Aickelin, Uwe
机构
来源
2012 FOURTH INTERNATIONAL CONFERENCE ON MULTIMEDIA INFORMATION NETWORKING AND SECURITY (MINES 2012) | 2012年
关键词
adverse drug reaction; feature matrix; feature selection; Simvastatin; SIGNAL GENERATION; EXTRACTION;
D O I
10.1109/MINES.2012.101
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Adverse drug reaction (ADR) is widely concerned for public health issue. In this study we propose an original approach to detect the ADRs using feature matrix and feature selection. The experiments are carried out on the drug Simvastatin. Major side effects for the drug are detected and better performance is achieved compared to other computerized methods. The detected ADRs are based on the computerized method, further investigation is needed.
引用
收藏
页码:246 / 249
页数:4
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