Exploration on the Medication Rules of Traditional Chinese Medicine for Hypertension Treatment through Parallel K-means Optimization Algorithm
10.3969/j.issn.1673-6036.2017.06.015
- VernacularTitle:应用并行化K-means优化算法探究中医治疗高血压用药规律
- Author:
Xinxia SONG
;
Wei JIN
- Keywords:
Parallelization;
K-means algorithm;
Anti hypertension drugs
- From:
Journal of Medical Informatics
2017;38(6):71-76
- CountryChina
- Language:Chinese
-
Abstract:
The paper introduces relevant concepts of parallelization,including Mapreduce programming frame and distributed document system of Hadoop,optimizes the traditional K-means algorithm,establishes parallel K-means clustering model,explores the medication rules of Traditional Chinese Medicine (TCM) for hypertension treatment,digs into 8 groups of prescriptions for differentiation treatment of hypertension through TCM,verifies authenticity of the conclusion by combining the theories of TCM.
