Application of Bayesian Network in Information Fusion Analysis of Four Diagnostic Methods of Traditional Chinese Medicine

被引:0
|
作者
Xu, Wenjie [1 ]
Wang, Yiqin [1 ]
Xu, Zhaoxia [1 ]
Chen, Chunfeng [1 ]
Zou, Xiaojuan [2 ]
机构
[1] Shanghai Univ TCM, Lab Diagnost Informat TCM 4, Shanghai, Peoples R China
[2] Hubei Univ TCM, Basic Med Coll, Wuhan, Hubei, Peoples R China
关键词
information fusion; traditional Chinese medical diagnosis; Bayesian network;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Bayesian network is the effective tool for reasoning and modeling of complex and uncertain system based on traditional probability theory, which is widely used in uncertain decision-making, data analysis, intelligence reasoning and other fields. Syndrome differentiation and treatment, one of the basic characteristics of traditional Chinese medicine (TCM), is the essence of TCM. Fusion analysis on standardization and objectification of four diagnostic methods of TCM is the basic of syndrome differentiation analysis of TCM. The traditional methods are often with subjective differentiation and ambiguity, and the essence of syndrome differentiation of TCM can be seen as a classification problem. Bayesian network, as a better algorithm of data mining, is being increasingly applied to the study of syndrome differentiation of TCM. This article outlines the application of Bayesian network in information fusion analysis of four diagnostic methods of TCM and prospects for future research.
引用
收藏
页码:694 / 697
页数:4
相关论文
共 50 条
  • [21] Bibliometric Analysis of Network Pharmacology in Traditional Chinese Medicine
    Miao, Runpei
    Meng, Qinggang
    Wang, Chennan
    Yuan, Wenjing
    EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE, 2022, 2022
  • [22] Traditional Chinese medicine network pharmacology: theory, methodology and application
    Li Shao
    Zhang Bo
    CHINESE JOURNAL OF NATURAL MEDICINES, 2013, 11 (02) : 110 - 120
  • [23] Efficacy of traditional Chinese medicine combined with conventional western medicine on metabolic syndrome: a Bayesian network meta-analysis
    Zhang, Yi
    Fang, Yixuan
    Xing, Nannan
    Ge, Pengling
    JOURNAL OF HERBAL MEDICINE, 2025, 50
  • [24] Traditional Chinese medicine for neonatal hypoxic-ischemic encephalopathy: A Bayesian network meta-analysis
    Zhang, Chao
    Guo, Jiajia
    Yin, Huaiqing
    Yin, Chongjuan
    Peng, Yurong
    JOURNAL OF ETHNOPHARMACOLOGY, 2024, 319
  • [25] Traditional Chinese medicine for oral squamous cell carcinoma A Bayesian network meta-analysis protocol
    Wang, Dong
    Duan, XiaoJie
    Zhang, Yuhui
    Meng, Zhen
    Wang, Jing
    MEDICINE, 2020, 99 (43) : E22955
  • [26] Heterogeneous information network based clustering for precision traditional Chinese medicine
    Xintian Chen
    Chunyang Ruan
    Yanchun Zhang
    Huijuan Chen
    BMC Medical Informatics and Decision Making, 19
  • [27] Heterogeneous information network based clustering for precision traditional Chinese medicine
    Chen, Xintian
    Ruan, Chunyang
    Zhang, Yanchun
    Chen, Huijuan
    BMC MEDICAL INFORMATICS AND DECISION MAKING, 2019, 19 (Suppl 6)
  • [28] Design and application of pulse information acquisition and analysis system with dynamic recognition in traditional Chinese medicine
    Zhang, Jian
    Niu, Xin
    Yang, Xue-zhi
    Zhu, Qing-wen
    Li, Hai-yan
    Wang, Xuan
    Zhang, Zhi-guo
    Sha, Hong
    AFRICAN HEALTH SCIENCES, 2014, 14 (03) : 743 - 752
  • [29] Traditional Chinese medicine information database
    Wang, JF
    Zhou, H
    Han, LY
    Chen, X
    Chen, YZ
    Cao, ZW
    CLINICAL PHARMACOLOGY & THERAPEUTICS, 2005, 78 (01) : 92 - 93
  • [30] Traditional Chinese medicine information database
    Ji, ZL
    Zhou, H
    Wang, JF
    Han, LY
    Zheng, CJ
    Chen, YZ
    JOURNAL OF ETHNOPHARMACOLOGY, 2006, 103 (03) : 501 - 501