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FU Xiang, YANG Zhang-wei, CHEN Sheng-xin, CHEN Chang-hong, HE Yu-tao, HUANG Xiao-zhong. Data mining the association rules in outpatient service prescriptions[J]. Journal of Pharmaceutical Practice and Service, 2011, 29(2): 131-134,160.
Citation:
FU Xiang, YANG Zhang-wei, CHEN Sheng-xin, CHEN Chang-hong, HE Yu-tao, HUANG Xiao-zhong. Data mining the association rules in outpatient service prescriptions[J]. Journal of Pharmaceutical Practice and Service, 2011, 29(2): 131-134,160.
Data mining the association rules in outpatient service prescriptions
Department of Pharmacy Administration, School of Pharmacy, SMMU, Shanghai 200433,China
2.
Department of Pharmacy, Changhai Hospital, Shanghai 200433,China
3.
Department of Information, Changhai Hospital, Shanghai 200433,China
Received Date: 2010-12-27
Rev Recd Date:
2011-01-07
Abstract
Objective To mine the association rules in and to identify the patterns of the prescription. Methods PASW Modeler 13 was applied to establish Apriori model and analyze the data. Results In 47 132 prescriptions, the drugs for prophylaxis and treatment of some chronic disease were present frequently. Expectorants, cough suppressants and prepared Chinese medicine for "Qing Re Jie Du" played dominant roles in the associations with cephalosporins. Conclusion The data mining technique was able to process and analyze prescription data effectively, which will be widely applicable to drug utilization research.
Abstract: Objective To mine the association rules in and to identify the patterns of the prescription. Methods PASW Modeler 13 was applied to establish Apriori model and analyze the data. Results In 47 132 prescriptions, the drugs for prophylaxis and treatment of some chronic disease were present frequently. Expectorants, cough suppressants and prepared Chinese medicine for "Qing Re Jie Du" played dominant roles in the associations with cephalosporins. Conclusion The data mining technique was able to process and analyze prescription data effectively, which will be widely applicable to drug utilization research.
FU Xiang, YANG Zhang-wei, CHEN Sheng-xin, CHEN Chang-hong, HE Yu-tao, HUANG Xiao-zhong. Data mining the association rules in outpatient service prescriptions[J]. Journal of Pharmaceutical Practice and Service, 2011, 29(2): 131-134,160.
Citation:
FU Xiang, YANG Zhang-wei, CHEN Sheng-xin, CHEN Chang-hong, HE Yu-tao, HUANG Xiao-zhong. Data mining the association rules in outpatient service prescriptions[J]. Journal of Pharmaceutical Practice and Service, 2011, 29(2): 131-134,160.
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