"Medical records data mining research of Zhuang Guokang’s""Nourishing Yin method""in the treatment of eczema"
10.3760/cma.j.issn.1673-4246.2014.12.016
- VernacularTitle:庄国康运用“滋阴法”诊治湿疹医案的数据挖掘
- Author:
Bo PANG
;
Ying FAN
;
Ping SONG
- Publication Type:Journal Article
- Keywords:
Eczema;
Medical records;
Data mining;
Experience inheritance;
Famous old TCM doctors
- From:
International Journal of Traditional Chinese Medicine
2014;(12):1110-1114
- CountryChina
- Language:Chinese
-
Abstract:
Objective To explore the diagnosis and treatment rule of eczema by Zhuang Guokang. Methods Data of 58 eczema patients treated by Zhuang Guokang were collected as research objects to set up the database. Support vector machine (SVM) method was adopted to take data mining research of the key points of syndrome differentiation and the rule of medication. Results The nourishing Yin method was extracted as the category property to get 3 classification models of the syndrome differentiation key points, the related treatment methods and medication rule and 63 relevant quantitative data. The accuracy rate of model classification of the main differentiation points of nourishing Yin method corresponding to Yin reached 77.586%, and Kappa value was 0.536. Among these points, the weight of chapping(1.558), papules(1.456), thready pulse(1.036)and desquamation(0.858) got higher significance. The accuracy rate of model classification of medication feature reached 86.2069%, and Kappa value was 0.719. Among these medicines, Pseudostellaria heterophylla(0.776), Semen plantaginis (0.550), Asparagus root(0.525) and Solomonseal (0.388) got higher significance. Conclusion The research revealed the syndrome differentiation key points and the medication rule of Zhuang Guokang’snourishing Yin methodin the treatment of eczema, and explored the path of experience transforming to knowledge of the famous old TCM doctors.
