Title :
Research on the drugs of addition and subtraction of empirical formula of traditional Chinese medicine based on association rules
Author :
Huang Li ; Yuan Jiamin ; Yang Zhimin ; Lu Huanyu ; Huang Chunhua
Author_Institution :
Guangdong Provincial Acad. of Chinese Med. Sci., Guangzhou, China
Abstract :
[Objective]: To explore the thoughts of the addition and subtraction of empirical formula of traditional Chinese medicine. [Methods]: To collect the clinical features of insomnia patients treated by the empirical formula of "si-ni and gui-gan-long-mu" prescription (hereinafter referred as to empirical formula) which contained cocta tuber, gingiberi, Zhigancao, carina, ostreae and Guizhi" with added and subtracted drugs from professor Zhimin Yang of Guangdong Province Hospital of Traditional Chinese Medical. We use application of association rules (GRI algorithm) to analysis the association rules between the clinical characteristics and addition and subtraction of drugs. [Results]: We collected 40 insomnia patients by the empirical formula of "si-ni and gui-gan-long-mu" with addition and subtraction of drugs from Professor Zhimin Yang, with a total of 106 clinical features. Using association rules (GRI algorithm), respectively analyzing association rules between the 28 drugs of addition and subtraction out of the prescription and 81 clinical characteristics, and we get 12 association rules, including 5 kinds of addition and subtraction drugs which contained white atractylodes rhizome, Poria cocos, Poria cocos with Rhizoma Pinellinae Praeparata, Fresh dogwood with fructus murne, equivalent Guizhi with Aglaophotis radix herbaceu. [Conclusion]: Using the association rules (GRI algorithm), to set the drugs of addition and subtraction as post-item, and the symptoms as pre-item which can meet the clinical characteristic of empirical formula. It is an effective and objective method to explore the empirical formula of addition and subtraction.
Keywords :
bioinformatics; data mining; drugs; medical disorders; Aglaophotis radix herbaceu; Fresh dogwood; GRI algorithm; Poria cocos; Rhizoma Pinellinae Praeparata; addition drugs; association rules; empirical formula; equivalent Guizhi; fructus mume; insomnia patients; si-ni and gui-gan-long-mu prescription; subtraction drugs; traditional Chinese medicine; white atractylodes rhizome; Algorithm design and analysis; Association rules; Drugs; Hospitals; Indexes; Medical diagnostic imaging; addition and subtraction; application; association rules; empirical formula;
Conference_Titel :
Bioinformatics and Biomedicine (BIBM), 2013 IEEE International Conference on
Conference_Location :
Shanghai
DOI :
10.1109/BIBM.2013.6732640