机构：[1]The 2nd Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China广东省中医院[2]The School of Clinic medicine, Guangzhou University of Chinese Medicine, Guangzhou, China
Comparative effectiveness research (CER) is a new clinical study model featured by its strategic framework consists of four categories and three themes. The core strategy of CER is to conduct observational longitude research supported by electronic registry and large database based on real world practice. Since CER studies do not uses a classic randomized control trial (RCT) design, the well-developed data analytic methods for RCTs are challenged. The data groups which are not acquired from the same time point, or have significant difference at the baseline are unable to be compared by the classic differential statistical methods, or the outcome will be without robust statistical support. In this paper, we described the characteristics of the Zheng studies of Chinese medicine. Then some data analytic methods based on machine learning are introduced as potential solutions for the data processing in the CER research of Chinese medicine. Finally, a new strategic framework is introduced to establish the CER methodology for Chinese medicine.
基金：
This work is supported by National Natural Science
Foundation of China (No. 81274003), the Open Research
Fund of Zhejiang First-foremost Key Subject-Acupuncture
& Moxibustion (No. ZTK2010B04), Research grant of
Guangdong Administration of Chinese Medicine (No.
2010144), Creative Foundation of Guangzhou University of
Chinese Medicine (No.10CX24).
基金编号：No. 81274003
语种：
外文
WOS：
第一作者：
第一作者机构：[1]The 2nd Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
共同第一作者：
通讯作者：
推荐引用方式(GB/T 7714)：
Ye-feng Cai,Yue Zhang,Zhao-hui Liang.Application of Data Mining to Zheng Studies of Chinese Medicine based on CER[J].2012 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE WORKSHOPS (BIBMW).2012,doi:10.1109/BIBMW.2012.6470360.
APA：
Ye-feng Cai,Yue Zhang&Zhao-hui Liang.(2012).Application of Data Mining to Zheng Studies of Chinese Medicine based on CER.2012 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE WORKSHOPS (BIBMW),,
MLA：
Ye-feng Cai,et al."Application of Data Mining to Zheng Studies of Chinese Medicine based on CER".2012 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE WORKSHOPS (BIBMW) .(2012)
