Optimizing Prescription of Chinese Herbal Medicine for Unstable Angina Based on Partially Observable Markov Decision Process
Joint Authors
Xu, Hao
Liu, Biaoyan
Zhou, Xuezhong
Feng, Yan
Wang, Yixin
Qiu, Yu
Source
Evidence-Based Complementary and Alternative Medicine
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-09-03
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Abstract EN
Objective.
Initial optimized prescription of Chinese herb medicine for unstable angina (UA).
Methods.
Based on partially observable Markov decision process model (POMDP), we choose hospitalized patients of 3 syndrome elements, such as qi deficiency, blood stasis, and turbid phlegm for the data mining, analysis, and objective evaluation of the diagnosis and treatment of UA at a deep level in order to optimize the prescription of Chinese herb medicine for UA.
Results.
The recommended treatment options of UA for qi deficiency, blood stasis, and phlegm syndrome patients were as follows: Milkvetch Root + Tangshen + Indian Bread + Largehead Atractylodes Rhizome (ADR=0.96630); Danshen Root + Chinese Angelica + Safflower + Red Peony Root + Szechwan Lovage Rhizome Orange Fruit (ADR=0.76); Snakegourd Fruit + Longstamen Onion Bulb + Pinellia Tuber + Dried Tangerine peel + Largehead Atractylodes Rhizome + Platycodon Root (ADR=0.658568).
Conclusion.
This study initially optimized prescriptions for UA based on POMDP, which can be used as a reference for further development of UA prescription in Chinese herb medicine.
American Psychological Association (APA)
Feng, Yan& Qiu, Yu& Zhou, Xuezhong& Wang, Yixin& Xu, Hao& Liu, Biaoyan. 2013. Optimizing Prescription of Chinese Herbal Medicine for Unstable Angina Based on Partially Observable Markov Decision Process. Evidence-Based Complementary and Alternative Medicine،Vol. 2013, no. 2013, pp.1-6.
https://search.emarefa.net/detail/BIM-479267
Modern Language Association (MLA)
Feng, Yan…[et al.]. Optimizing Prescription of Chinese Herbal Medicine for Unstable Angina Based on Partially Observable Markov Decision Process. Evidence-Based Complementary and Alternative Medicine No. 2013 (2013), pp.1-6.
https://search.emarefa.net/detail/BIM-479267
American Medical Association (AMA)
Feng, Yan& Qiu, Yu& Zhou, Xuezhong& Wang, Yixin& Xu, Hao& Liu, Biaoyan. Optimizing Prescription of Chinese Herbal Medicine for Unstable Angina Based on Partially Observable Markov Decision Process. Evidence-Based Complementary and Alternative Medicine. 2013. Vol. 2013, no. 2013, pp.1-6.
https://search.emarefa.net/detail/BIM-479267
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-479267