Analysis and Recognition of Traditional Chinese Medicine Pulse Based on the Hilbert-Huang Transform and Random Forest in Patients with Coronary Heart Disease
المؤلفون المشاركون
Wang, Yi-Qin
Yan, Jian-Jun
Liu, Guo-Ping
Yan, Hai-Xia
Yuan, Fengyin
Xu, Wenjie
Guo, Rui
Xu, Zhao-Xia
المصدر
Evidence-Based Complementary and Alternative Medicine
العدد
المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-8، 8ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2015-06-09
دولة النشر
مصر
عدد الصفحات
8
التخصصات الرئيسية
الملخص EN
Objective.
This research provides objective and quantitative parameters of the traditional Chinese medicine (TCM) pulse conditions for distinguishing between patients with the coronary heart disease (CHD) and normal people by using the proposed classification approach based on Hilbert-Huang transform (HHT) and random forest.
Methods.
The energy and the sample entropy features were extracted by applying the HHT to TCM pulse by treating these pulse signals as time series.
By using the random forest classifier, the extracted two types of features and their combination were, respectively, used as input data to establish classification model.
Results.
Statistical results showed that there were significant differences in the pulse energy and sample entropy between the CHD group and the normal group.
Moreover, the energy features, sample entropy features, and their combination were inputted as pulse feature vectors; the corresponding average recognition rates were 84%, 76.35%, and 90.21%, respectively.
Conclusion.
The proposed approach could be appropriately used to analyze pulses of patients with CHD, which can lay a foundation for research on objective and quantitative criteria on disease diagnosis or Zheng differentiation.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Guo, Rui& Wang, Yi-Qin& Yan, Hai-Xia& Yan, Jian-Jun& Yuan, Fengyin& Xu, Zhao-Xia…[et al.]. 2015. Analysis and Recognition of Traditional Chinese Medicine Pulse Based on the Hilbert-Huang Transform and Random Forest in Patients with Coronary Heart Disease. Evidence-Based Complementary and Alternative Medicine،Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1063729
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Guo, Rui…[et al.]. Analysis and Recognition of Traditional Chinese Medicine Pulse Based on the Hilbert-Huang Transform and Random Forest in Patients with Coronary Heart Disease. Evidence-Based Complementary and Alternative Medicine No. 2015 (2015), pp.1-8.
https://search.emarefa.net/detail/BIM-1063729
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Guo, Rui& Wang, Yi-Qin& Yan, Hai-Xia& Yan, Jian-Jun& Yuan, Fengyin& Xu, Zhao-Xia…[et al.]. Analysis and Recognition of Traditional Chinese Medicine Pulse Based on the Hilbert-Huang Transform and Random Forest in Patients with Coronary Heart Disease. Evidence-Based Complementary and Alternative Medicine. 2015. Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1063729
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1063729
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر