DocumentCode
2873053
Title
Detect Adverse Drug Reactions for Drug Simvastatin
Author
Yihui Liu ; Aickelin, Uwe
Author_Institution
Inst. of Intell. Inf. Process., Shandong Polytech. Univ., Jinan, China
fYear
2012
fDate
2-4 Nov. 2012
Firstpage
246
Lastpage
249
Abstract
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.
Keywords
drugs; feature extraction; matrix algebra; medical computing; ADR detection; Simvastatin; adverse drug reaction detection; computerized method; feature matrix; feature selection; public health issue; Cancer; Databases; Drugs; Feature extraction; Neoplasms; Pain; Skin; Simvastatin; adverse drug reaction; feature matrix; feature selection;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia Information Networking and Security (MINES), 2012 Fourth International Conference on
Conference_Location
Nanjing
Print_ISBN
978-1-4673-3093-0
Type
conf
DOI
10.1109/MINES.2012.101
Filename
6405671
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