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The law of Chinese herbal medicine decoction for AIDS based on data mining
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作者 Ming-Kai Wang Xue-Qin Qin +2 位作者 Yang-Kai Cai Hui-Yun Ren Li-Fen Wang 《Medical Data Mining》 2020年第1期37-48,共12页
Objective:To explore the regularity and characteristics of traditional Chinese medicine decoction for the treatment of Acquired Immunodeficiency Syndrome(AIDS)Methods:CNKI,VIP,CBM,Wanfang database and Pubmed were sear... Objective:To explore the regularity and characteristics of traditional Chinese medicine decoction for the treatment of Acquired Immunodeficiency Syndrome(AIDS)Methods:CNKI,VIP,CBM,Wanfang database and Pubmed were searched to identify potentially eligible studies on clinical observation of Chinese medicine for AIDS.Association rules and hierarchical cluster analysis were conducted.Results:It found that the high-frequency drugs were licorice,ginseng,astragalus and Scutellaria baicalensis,which accounted for more than 56.17%of the total frequency,and the most common combination of drugs was found based on association rules between high-frequency drugs.According to the meridian,the drugs associated with the spleen meridian were used most,followed by the drugs associated with lung,heart,stomach,liver and kidney meridian,which accounted for 61.12%of the total frequency of drugs associated with meridian.Conclusion:The etiology and pathogenesis of AIDS mainly include deficiency of lung and spleen qi,deficiency of liver and kidney,and yin deficiency.It has an important value for the treatment of AIDS with traditional Chinese medicine. 展开更多
关键词 AIDS Data MINING TRADITIONAL Chinese MEDICINE
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Based on data mining,the drug law of clinical treatment of chronic urticaria
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作者 Hai-Ping Duan Ming-Kai Wang +2 位作者 Hai-Die Liu Yu-Rong Zhao Li-Feng Wang 《Medical Data Mining》 2021年第1期38-47,共10页
Background:Based on clinical data mining,we introduce the medication rule and clinical application of Professor Wang Lifen in the treatment of chronic urticaria,as the reference of clinical treatment of chronic urtica... Background:Based on clinical data mining,we introduce the medication rule and clinical application of Professor Wang Lifen in the treatment of chronic urticaria,as the reference of clinical treatment of chronic urticaria.Methods:we collected 110 traditional Chinese medicine prescriptions for the treatment of chronic urticaria,and found out tastes,functions and channel tropism of Chinese medicine.After collecting and sorting,we inputted the data into excel 2010 software and established drug electronic database.We calculated the frequency of tastes,functions and channel tropism using the Spss 20.0 and analyzed the potential relationship between the drugs using Weka 3.8.We used Cytoscape 3.6.1 to draw the related network and combine it into a new prescription.Then the clinical data of prescriptions were statistically analyzed.Results:The statistical analysis showed that the high-frequency drugs for the treatment of the disease were Gancao(Glycyrrhizae radix et rhizoma),Huangqin(Radix scutellariae),Desmopeel,Jingjie(Herba schizonepetae),parsnip,etc.,accounting for more than 69.50%of the total frequency.Moreover,the combination and drug pairs with the strongest and most commonly used high-frequency drugs were found.From the point of medicinal properties of these drugs in the treatment of chronic urticaria,the main drugs are cold,followed by warm and smooth,accounting for 70.75%of the total frequency.From the perspective of the efficacy of these drugs in the treatment of chronic urticaria,heat-clearing drugs are the main ones,followed by relieving drugs and Tonic drugs,accounting for 68.25%of the total frequency.From the perspective of medicine taste,sweet taste is the most important,followed by bitter and pungent taste,accounting for 68.00%of the total frequency.From the perspective of drugs channel tropism,the meridian of spleen is the most important,followed by the meridian of lung,liver,heart,stomach,etc.,accounting for 71.62%of the total frequency.Conclusion:According to the data mining results,traditional Chinese medicine treatment of chronic urticaria is mainly based on dispelling wind,clearing heat and removing dampness,cooling blood and detoxifying,supplemented by nourishing blood and nourishing deficiency.This data mining conforms to the law and principle of traditional Chinese medicine treatment of chronic urticaria,which has certain reference and enlightenment significance for clinical treatment of chronic urticaria. 展开更多
关键词 Chronic urticaria Data mining Traditional Chinese medicine TREATMENT Drug law
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