• 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