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KMID : 0615720110280030085
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Jouranl of Korean Acupuncture and Moxibustion society
2011 Volume.28 No. 3 p.85 ~ p.100
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Research on Oriental Medicine Diagnosis and Classification System by Using Neck Pain Questionnaire
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Song In
Lee Geon-Mok
Hong Kwon-Eui
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Abstract
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Objectives:The purpose of this thesis is to help the preparation of oriental medicine clinical guidelines for drawing up the standards of oriental medicine demonstration and diagnosis classification about the neck pain.
Methods: Statistical analysis about Gyeonghangtong(頸項痛), Nakchim(落枕), Sagyeong(斜頸), Hanggang (項强) classified experts’ opinions about neck pain patients by Delphi method is conducted by using oriental medicine diagnosis questionnaire. The result was classified by using linear discriminant analysis (LDA), diagonal linear discriminant analysis (DLDA), diagonal quadratic discriminant analysis (DQDA), K-nearest neighbor classification (KNN), classification and regression trees (CART), support vector machines (SVM).
Results:The results are summarized as follows. 1. The result analyzed by using LDA has a hit rate of 84.47% in comparison with the original diagnosis. 2. High hit rate was shown when the test for three categories such as Gyeonghangtong and Hanggang category, Sagyeong caterogy and Nakchim caterogy was conducted. 3. The result analyzed by using DLDA has a hit rate of 58.25% in comparison with the original diagnosis. The result analyzed by using DQDA has a accuracy of 57.28% in comparison with the original diagnosis. 4. The result analyzed by using KNN has a hit rate of 69.90% in comparison with the original diagnosis. 5. The result analyzed by using CART has a hit rate of 69.60% in comparison with the original diagnosis. There was a hit rate of 70.87% When the test of selected 8 significant questions based on analysis of variance was performed. 6. The result analyzed by using SVM has a hit rate of 80.58% in comparison with the original diagnosis.
Conclusions:Statistical analysis using oriental medicine diagnosis questionnaire on neck pain generally turned out to have a significant result.
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KEYWORD
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neck pain, Gyeonghangtong, Nakchim, Sagyeong, Hanggang, oriental medicine diagnosis questionnaire, Statistical analysis, oriental medicine clinical guidelines
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