CHEN Wei-ni, JIANG Miao, ZHENG Guang, et al. Exploring Rules of Chinese Patent Medicines and Western Medicines in Treatment of Type 2 Diabetes with Text Mining[J]. Chinese journal of experimental traditional medical formulae, 2011, 17(21): 299-302.
CHEN Wei-ni, JIANG Miao, ZHENG Guang, et al. Exploring Rules of Chinese Patent Medicines and Western Medicines in Treatment of Type 2 Diabetes with Text Mining[J]. Chinese journal of experimental traditional medical formulae, 2011, 17(21): 299-302.DOI:
Objective: To explore the rules of Chinese patent medicines
western medicines
and their combination rules in the treatment of type 2 diabetes through data mining. Method: We queried and downloaded the data on type 2 diabetes from Sino Med on March
2011.By transferring semi-structured data structured database of Microsoft SQL was set into
we got the raw data for data mining. By executing the algorithm of discrete derivaties
we got some simple and meaningful networks of type 2 diabetes. In cytoscape
these networks were visualized. Result: In the treatment of type 2 diabetes
Chinese patent medicines
i.e.
Xiaoke Wan
Salvia Miltiorrhiza Injection
Radix Astragali Injection
Liuweidihuang Wan
and Yuquan Wan were most frequently used. among all the western medicines
metformin
insulin pump
subcutaneous injection of insulin
rosiglitazone
repaglinide
gliclazide
glipizide
acarboseare
and pioglitazone are most concerned in the treatment of type 2 diabetes. Conclusion: Rules of Chinese patent medicines
west medicines
and their combinations in the treatment of type 2 diabetes are proposed in this paper.