DocumentCode :
596577
Title :
Detect Adverse drug reactions for drug Aspirin
Author :
Yihui Liu ; Aickelin, Uwe
Author_Institution :
Inst. of Intell. Inf. Process., Shandong Polytech. Univ., Jinan, China
fYear :
2012
fDate :
18-20 Oct. 2012
Firstpage :
234
Lastpage :
237
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 Aspirin. 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; ADR detection; Aspirin; adverse drug reaction; computerized method; feature matrix; feature selection; public health issue; side effects; Aspirin; Cancer; Diseases; Feature extraction; Neoplasms; Pain;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Computational Intelligence (ICACI), 2012 IEEE Fifth International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4673-1743-6
Type :
conf
DOI :
10.1109/ICACI.2012.6463158
Filename :
6463158
Link To Document :
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