Research on Zheng Classification Fusing Pulse Parameters in Coronary Heart Disease
Joint Authors
Wang, Yi-Qin
Yan, Jian-Jun
Yan, Hai-Xia
Guo, Rui
Xu, Wen-Jie
Xu, Zhao-Xia
Xu, Jin
Li, Fu-Feng
Source
Evidence-Based Complementary and Alternative Medicine
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-04-30
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
This study was conducted to illustrate that nonlinear dynamic variables of Traditional Chinese Medicine (TCM) pulse can improve the performances of TCM Zheng classification models.
Pulse recordings of 334 coronary heart disease (CHD) patients and 117 normal subjects were collected in this study.
Recurrence quantification analysis (RQA) was employed to acquire nonlinear dynamic variables of pulse.
TCM Zheng models in CHD were constructed, and predictions using a novel multilabel learning algorithm based on different datasets were carried out.
Datasets were designed as follows: dataset1, TCM inquiry information including inspection information; dataset2, time-domain variables of pulse and dataset1; dataset3, RQA variables of pulse and dataset1; and dataset4, major principal components of RQA variables and dataset1.
The performances of the different models for Zheng differentiation were compared.
The model for Zheng differentiation based on RQA variables integrated with inquiry information had the best performance, whereas that based only on inquiry had the worst performance.
Meanwhile, the model based on time-domain variables of pulse integrated with inquiry fell between the above two.
This result showed that RQA variables of pulse can be used to construct models of TCM Zheng and improve the performance of Zheng differentiation models.
American Psychological Association (APA)
Guo, Rui& Wang, Yi-Qin& Xu, Jin& Yan, Hai-Xia& Yan, Jian-Jun& Li, Fu-Feng…[et al.]. 2013. Research on Zheng Classification Fusing Pulse Parameters in Coronary Heart Disease. Evidence-Based Complementary and Alternative Medicine،Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-484202
Modern Language Association (MLA)
Guo, Rui…[et al.]. Research on Zheng Classification Fusing Pulse Parameters in Coronary Heart Disease. Evidence-Based Complementary and Alternative Medicine No. 2013 (2013), pp.1-8.
https://search.emarefa.net/detail/BIM-484202
American Medical Association (AMA)
Guo, Rui& Wang, Yi-Qin& Xu, Jin& Yan, Hai-Xia& Yan, Jian-Jun& Li, Fu-Feng…[et al.]. Research on Zheng Classification Fusing Pulse Parameters in Coronary Heart Disease. Evidence-Based Complementary and Alternative Medicine. 2013. Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-484202
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-484202