Study on Pre-processing Methods of Clinical Data from TCM Individual Treatment of Insomnia Based on Syndrome Differentiation
10.3969/j.issn.1005-5304.2017.12.023
- VernacularTitle:中医师个体化辨证论治失眠诊疗数据预处理方法研究
- Author:
long Xin LI
1
;
Yan LIU
;
Ning WANG
;
juan Ai HOU
;
hua Shi WANG
;
zhong Xue ZHOU
;
shun Run ZHANG
;
yan Bao LIU
;
yun Li HE
Author Information
1. 中国中医科学院临床基础医学研究所
- Keywords:
data pre-processing;
data mining;
shared clinical and research information platform;
treatment based on syndrome differentiation;
insomnia
- From:
Chinese Journal of Information on Traditional Chinese Medicine
2017;24(12):92-96
- CountryChina
- Language:Chinese
-
Abstract:
Objective To explore suitable pre-processing methods for the TCM clinical data based on prospective study on insomnia treated by syndrome differentiation. Methods Based on the TCM shared clinical and research information platform and by using man-machine combination method, data cleaning rules, physician review, rule revision, procedural import and batch processing were used to conduct pre-processing for data in prospective study on insomniac treated by syndrome differentiation of 8 TCM doctors. Results Totally 27534 rules for symptoms data of individual treatment of insomnia were made and 1036 rules for diagnostic data, 842 rules for therapeutic ways, 540 rules for formula data, 3785 rules for data of Chinese materia medica. Conclusion Different kinds of terminology concepts were normalized at different levels, at the same time, characteristics of individualized treatment based on syndrome differentiation were reserved. Appropriate pre-processing methods can be used in the reaserch of individualization and standardization of TCM syndrome differentiation clinical data and can provide support for data mining.
