DocumentCode
3594827
Title
Detect Adverse Drug Reactions for Drug Atorvastatin
Author
Yihui Liu ; Aickelin, Uwe
Author_Institution
Inst. of Intell. Inf. Process., Shandong Polytech. Univ., Jinan, China
Volume
1
fYear
2012
Firstpage
213
Lastpage
216
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 Atorvastatin. 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; health care; matrix algebra; medical computing; patient care; ADR detection; Atorvastatin; adverse drug reaction; feature matrix; feature selection; public health issue; Cancer; Databases; Drugs; Feature extraction; Neoplasms; Pain; Skin; Atorvastatin; adverse drug reaction; feature matrix; feature selection;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Design (ISCID), 2012 Fifth International Symposium on
Print_ISBN
978-1-4673-2646-9
Type
conf
DOI
10.1109/ISCID.2012.61
Filename
6406956
Link To Document