[an error occurred while processing this directive]

Journal of Chinese Integrative Medicine ›› 2007, Vol. 5 ›› Issue (6): 607-611.doi: 10.3736/jcim20070601

• Commentary •     Next Articles

Algorithm of double levels of frequency and weight to determine the weight value for syndrome factor differentiation

Wen-feng Zhu, Jun-feng He, Jun-feng Yan, Bi-qun Huang   

  1. Institute of Traditional Chinese Medical Diagnosis,Hunan University of Traditional Chinese Medicine ,Changsha,Province 410007 ,China Hunan
  • Online:2007-11-20 Published:2007-11-15

Differentiating syndrome factor and forming syndrome type according to symptoms and signs are the rules and processes of syndrome differentiation in traditional Chinese medicine (TCM). TCM syndrome differentiation is a nonlinear complex giant system. In order to solve the key problem of determination of diagnosing weight value for syndrome factor differentiation, a new algorithm of double levels of frequency and weight based on the analysis of frequency statistics was applied, and the accurate syndrome differentiation parameters were acquired. Therefore, based on the nonlinear and multivariate analysis, a new algorithm of calculating diagnostics for syndrome factor differentiation was established.

Key words: syndrome differentiation, syndrome, data collection, computer-assisted diagnosis, algorithms

CLC Number: 

  • R2-05

"

"

"

"

症状代码 证候 辨证系数 排序 症状代码 证候 辨证系数 排序
1007 经常便溏 34.449 0 1 1505 面睑水肿 20.392 3 17
1002 经常腹泄 28.797 6 2 637 气下坠感 19.801 6 18
626 倦怠乏力 27.166 4 3 1640 内脏下垂 19.718 4 19
910 食欲减退 27.144 0 4 717 懒言 19.522 9 20
633 腹胀 27.089 4 5 1013 黏液便 19.510 4 21
1623 腹水 24.733 8 6 1702 形瘦 19.325 3 22
701 神疲 23.315 8 7 1803 舌淡 19.094 4 23
1622 腹部膨隆 22.880 0 8 1831 舌苔薄白 19.006 0 24
1706 经常浮肿 22.855 0 9 1110 少尿 18.634 7 25
911 纳少 21.905 5 10 823 气短 18.617 0 26
1422 面色萎黄 21.506 2 11 706 嗜睡 18.558 8 27
913 食后痞胀 21.385 0 12 429 腹痛 18.512 0 28
1909 脉弱 20.992 4 13 1832 舌苔白 18.528 1 29
1804 舌淡胖 20.975 8 14 216 经常畏冷 18.353 4 30
1028 肛门坠胀 20.748 0 15 ……
1020 完谷不化 20.592 0 16

"

证候 频数和权值
症状代码 症状 证候频数 ×证候权值 ×证素权值 排序
710 急躁易怒 74 24.42 19.54 1
603 眼胀及痛 22 24.2 19.36 2
1926 血压高 103 21.63 17.3 3
1514 眼球突出 8 21.6 17.28 4
1517 目赤 18 19.62 15.7 5
636 头重足轻 14 19.04 15.57 6
602 头胀及痛 38 21.66 15.5 7
233 阵发烘热 15 18.45 14.76 8
1430 面红 58 15.66 12.53 9
642 项背拘急 13 14.3 11.44 10
615 新起耳聋 5 14 11.2 11
613 突发性耳鸣 12 13.68 10.94 12
……

"

证候 阴虚 血虚 气虚 气滞 湿 心神
心悸(+) 14.8 38.1 10.2 20 15.1 7.1 5.5 12.5 3.9 7.8
失眠 12.7 10.6 9.5 10.5 7.3 9.3 4.8 7 6.4 10.2
眩晕 8.1 7.1 9.9 11.8 7.7 4.4 3.9 7.6 4.9 5
神疲 6.5 6.7 5.9 8.8 10.8 5.3 4.2 5.2 6.9 4.4
口苦 10.1 5.9 12.7 3.3 4.5 10.3 10.1 7.4 7.7 4.4
大便干结 13.7 5.9 8.1 6.3 5.3 7.4 7.6 7.1 5.6 5.3
尿短黄 9.3 5 7.1 2.9 3.6 7.1 12.8 5.6 9.5 4.2
形瘦 11.3 5.1 8.2 0.8 9.4 7.8 4.4 5.5 5.2 3.2
舌苔黄(-) 5.2 3.4 4.9 2.5 2.5 5.3 8.3 4.9 5.7 3.1
舌红(-) 7.5 3 5.3 2 2.6 4.6 8.2 4.3 5.5 3.2
脉细 8.7 6.3 6.3 8.2 7.2 5.3 3.6 5.2 4.6 4
合计 107.9 97.1 88.1 77.1 76 73.9 73.4 72.3 65.9 54.8
[1] 朱文锋 . 论中医证素辨证新体系[J]. 科学研究月刊, 2004,2(3):24-25
Zhu WF . Establishing a new system of syndrome factor differentiation[J]. Ke Xue Yan Jiu Yue Kan, 2004,2(3):24-25
[2] 张启明, 李可建 . 中医统计诊断[M]. 北京: 中国中医药出版社,2004:前言
Zhang QM, Li KJ. TCM statistic diagnosis[M]. Beijing: China Press of Traditional Chinese Medicine,2004:Preface
[3] 朱文锋, 晏峻峰, 黄碧群 . 贝叶斯网络在中医证素辨证体系中的应用[J]. 中西医结合学报, 2006,4(6):566-571
Zhu WF, Yan JF, Huang BQ . Application of Bayesian network in syndrome differentiation system of traditional Chinese medicine[J]. Zhong Xi Yi Jie He Xue Bao, 2006,4(6):566-571
[4] 李建生, 胡金亮, 余学庆 , 等. 基于聚类分析的径向基神经网络用于证候诊断的研究[J]. 中国中医基础医学杂志, 2005,11(9):685-687
Li JS, Hu JL, Yu XQ , et al. A research on RBF neural network based on clustering analysis in the application of syndrome diagnosis[J]. Zhongguo Zhong Yi Ji Chu Yi Xue Za Zhi, 2005,11(9):685-687
[5] 陈启光, 申春悌, 张华强 , 等. 结构方程模型在中医证候规范标准研究中的应用[J]. 中国卫生统计, 2005,22(1):2-4
Chen QG, Shen CT, Zhang HQ , et al. Application of structural equation model in standartdization of syndrome differentiation[J]. Zhongguo Wei Sheng Tong Ji, 2005,22(1):2-4
[6] 晏峻峰, 朱文锋 . 粗糙集理论在中医证素辨证研究中的应用[J]. 中国中医基础医学杂志, 2006,12(2):90-93
Yan JF, Zhu WF . Apply rough sets theory in TCM syndrome factor diagnosis research[J]. Zhongguo Zhong Yi Ji Chu Yi Xue Za Zhi, 2006,12(2):90-93
[7] 朱文锋 . 中医诊断学[M]. 北京: 中国中医药出版社, 2002: 185-186
Zhu WF. Diagnostics of Traditional Chinese Medicine[M]. Beijing: China Press of Traditional Chinese Medicine, 2002: 185-186
[8] 郑筱萸 . 中药新药临床研究指导原则(试行)[M]. 北京: 中国中医药出版社, 2002: 74
Zheng XY. Guide principle of clinical research for the new drug of Traditional Chinese herbs(For Trial Implementation)[M]. Beijing: China Press of Traditional Chinese Medicine, 2002: 74
[1] Qi-sheng Tang, Wen-jun Sun, Miao Qu, Dong-fang Guo. Analysis of syndrome discipline of generalized anxiety disorder using data mining techniques. Journal of Chinese Integrative Medicine, 2012, 10(9): 975-982.
[2] Lu Liu, Ying Gao. Study on the correlation between traditional Chinese medicine syndrome and short-term prognosis of ischemic stroke using logistic regression model and repeated-measures analysis of variance. Journal of Chinese Integrative Medicine, 2012, 10(9): 983-990.
[3] Yan Guan , Hui Zhang, Wei Zhang, Shi-bing Su . Analysis of differential gene expression profile in peripheral blood of patients with chronic hepatitis B and syndromes of dual deficiency of liver and kidney yin and accumulation of dampness heat. Journal of Chinese Integrative Medicine, 2012, 10(7): 751-756.
[4] Ying-fei Bi , Jing-yuan Mao , Xian-liang Wang , Ya-zhu Hou , Yi-zhu Lu , Shan Bin Soh , Bo-li Zhang. Clinical epidemiology survey of the traditional Chinese medicine etiology and syndrome differentiation of coronary artery disease: Study protocol of a multicenter trial. Journal of Chinese Integrative Medicine, 2012, 10(6): 619-627.
[5] Qing-bo Lang, Dong-xia Zhai , Feng Huang, Jian-guo Chen, Yong-hui Zhang, Qun Liu, Xiao-feng Zhai , Bai Li, Chang-quan Ling. Investigation on traditional Chinese medicine syndrome distribution of 4 618 hepatitis B virus infection subjects in Qidong of Jiangsu Province, China. Journal of Chinese Integrative Medicine, 2012, 10(5): 525-531.
[6] Jia-jia Wang , Tian-fang Wang , Xiu-yan WU , Yah Zhao , Xiao-lin Xue , Qing-guo Wang. Weighting coefficients of symptoms and signs in the diagnosis of corresponding TCM syndrome elements of ulcerative colitis based on expert questionnaire investigation. Journal of Chinese Integrative Medicine, 2012, 10(4): 398-405.
[7] Ying-fei Bi, Jing-yuan Mao. Application of Delphi method in traditional Chinese medicine clinical research. Journal of Chinese Integrative Medicine, 2012, 10(3): 264-270.
[8] Li Zhao-guo. Comparative study on WHO Western Pacific Region and World Federation of Chinese Medicine Societies international standard terminologies on traditional medicine: Triple Energizer Pattern Identification/Syndromes Differentiation. Journal of Chinese Integrative Medicine, 2012, 10(3): 353-356.
[9] Li Zhao-guo. Comparative study on WHO Western Pacific Region and World Federation of Chinese Medicine Societies international standard terminologies on traditional medicine: Defense, Qi, Nutrient and Blood Pattern Identification/Syndrome Differentiation (Part 2). Journal of Chinese Integrative Medicine, 2012, 10(2): 233-236.
[10] Hu Xiao-Yu, Zhang Yang, Chen Guo, Zhong Sen, Fan Xin-Jian. A prospective cohort study on the influence of high doses of herbs for clearing heat and resolving stasis on survival rates in patients with hepatitis B-related acute-on-chronic liver failure. Journal of Chinese Integrative Medicine, 2012, 10(2): 176-185.
[11] Yu Zhao, Jing-hua Peng , Xue-mei Li , Qi-lin Fu, Tuan Cui , Qi Li, Ya-jun Tang , Qin Feng , Hua Zhang , Hua Zhou , Yi-yang Hu. Diagnostic value of clinical indices in syndrome differentiation of chronic hepatitis B: an exploration based on receiver operating characteristic curves and stepwise discriminant analysis. Journal of Chinese Integrative Medicine, 2012, 10(12): 1382-1387.
[12] Ying Xu , Chang-chun Zeng , Xiu-yu Cai , Rong-ping Guo , Guang Nie , Ying Jin. Chromaticity and optical spectrum colorimetry of the tongue color in different syndromes of primary hepatic carcinoma. Journal of Chinese Integrative Medicine, 2012, 10(11): 1263-1271.
[13] Dong-tao Li, Jian Wang , Hong-yang Jiang , Feng-lei Shi , Fu-yu Li , Ji-hong Liu , Yong-mei Cheng , Nan Yan , Ai-hua Hu, Mei-zeng Zhang , Jie Li, Ling-bo Wei , Rong-qin Jiang. Quantitative evaluation of the degrees of traditional Chinese medicine qualitative syndromes of osteoporosis. Journal of Chinese Integrative Medicine, 2012, 10(11): 1254-1262.
[14] Jing Zhang , Long Liu , Xin Yan , Xiao-qiang Yue. Study of the syndromes of traditional Chinese medicine in terms of metabonomics technology: The current situation and considerations. Journal of Chinese Integrative Medicine, 2012, 10(10): 1069-1076.
[15] Gui-xiang Chu, Qing-guang Chen, Jia-tuo Xu , Bo Yu , Min Zhang , Long-tao Cui , Hong-jin Wu , Zhao-fu Fei. Analysis on pulse diagram characteristics of subjects with subhealth state. Journal of Chinese Integrative Medicine, 2012, 10(10): 1099-1105.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
[1] Dong Yang, Yong-ping Du, Qing Shen, Wei Chen, Yan Yu, Guang-lei Chen. Expression of alpha-smooth muscle actin in renal tubulointerstitium in patients with kidney collateral stasis. Journal of Chinese Integrative Medicine, 2008, 6(1): 41-44
[2] Hai-feng Wei, Bai-liu Ya, Ling Zhao, Cui-fei Ye, Li Zhang, Lin Li. Evaluation of tongue manifestation of blood stasis syndrome and its relationship with blood rheological disorder in a rat model of transient brain ischemia. Journal of Chinese Integrative Medicine, 2008, 6(1): 73-76
[3] Xi Lin, Jian-ping Liu. Herbal medicines for viral myocarditis. Journal of Chinese Integrative Medicine, 2008, 6(1): 76
[4] Xi Lin, Jian-ping Liu. Tai chi for treating rheumatoid arthritis. Journal of Chinese Integrative Medicine, 2008, 6(1): 82
[5] Liang-ping Hu, Hui Gao. Discrimination of errors in statistical analysis of medical papers published in the first issue of 2006 in Journal of Chinese Integrative Medicine. Journal of Chinese Integrative Medicine, 2008, 6(1): 98-106
[6] Yan-bo Zhu , Qi Wang, Cheng-yu Wu, Guo-ming Pang, Jian-xiong Zhao, Shi-lin Shen, Zhong-yuan Xia , Xue Yan . Logistic regression analysis on relationships between traditional Chinese medicine constitutional types and overweight or obesity. Journal of Chinese Integrative Medicine, 2010, 8(11): 1023-1035
[7] Wei Xu, Meng Shi, Jian-gang Liu, Cheng-long Wang . Collagen protein expressions in ischemic myocardium of rats with acute myocardial infarction and effects of qi-tonifying, yin-tonifying and blood-activating herbs and detoxifying and blood-activating herbs. Journal of Chinese Integrative Medicine, 2010, 8(11): 1041-1047
[8] Tao Wang , Feng Qin. Effects of Chinese herbal medicine Xiaoyao Powder on monoamine neurotransmitters in hippocampus of rats with postpartum depression. Journal of Chinese Integrative Medicine, 2010, 8(11): 1075-1079
[9] Ying Xu , Chang-chun Zeng , Xiu-yu Cai , Rong-ping Guo , Guang Nie , Ying Jin. Chromaticity and optical spectrum colorimetry of the tongue color in different syndromes of primary hepatic carcinoma. Journal of Chinese Integrative Medicine, 2012, 10(11): 1263-1271
[10] Xiang-ying Mao , Qin Bian , Zi-yin Shen. Analysis of the osteogenetic effects exerted on mesenchymal stem cell strain C3H10T1/2 by icariin via MAPK signaling pathway in vitro. Journal of Chinese Integrative Medicine, 2012, 10(11): 1272-1278
[an error occurred while processing this directive]