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Application Of Data Mining Techniques In Acupuncture In Prescription Corrpatibility

Posted on:2015-05-20Degree:MasterType:Thesis
Country:ChinaCandidate:J Y ZhangFull Text:PDF
GTID:2298330467453536Subject:Biomedical engineering
Abstract/Summary:PDF Full Text Request
Object: Acupuncture using data mining techniques to explore ways to get the law ofprescription compatibility. Treatment of certain diseases through the establishment ofacupuncture prescription data warehouse, including acupuncture prescription datawarehouse design, model design and data extraction, transformation and loading, etc.,using data mining technology association rules and clustering algorithm research andimproved data mining technical feasibility and effectiveness of acupuncture prescriptioncompatibility law. Data mining technology can get prescription of acupuncture researchexcavation mode, providing an effective and feasible approach for data analysis studies ofacupuncture prescription compatibility law.Methods:In this paper, collect, collate modern acupuncture clinic acupuncturetreatment of migraine305prescriptions, using data mining techniques association rules andclustering analysis method, using Weka data mining software for the prescription ofacupuncture points were mining analysis to explore acupuncture prescription compatibilitylaw data analysis approaches.Results: By association rule mining of migraine patients with the wind pool,Yanglingquan; Germain, wind and air; Cuanzhu sun; gu, Taichong; Baihui, Sishencongeach have a high degree of confidence. Cluster analysis of clustering algorithms derivedthree combinations. By association rules, clustering analysis, the results can be used toguide clinical acupunctureConclusion: Through the use of data mining methods, a way to get regularacupuncture prescription compatibility. Through the establishment of acupuncture in treating migraine prescription data warehouse, using data mining methods, the treatment ofmigraine dig out common points, and point combinations, provide the basis for clinical, butalso provide clues for further research. Data mining technology has its limitations, basedon a combination of domain knowledge-driven research and heritage are better able tocarry out acupuncture prescription compatibility studies and data mining.
Keywords/Search Tags:Data Mining, Prescriptions, Association rules, Cluster analysis, WEKA
PDF Full Text Request
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