CASIA OpenIR  > 09年以前成果
Multilevel neural network to diagnosis procedure of traditional Chinese medicine
Sun, ZQ; Yi, JQ; Xi, GC; Wang, J; Liao, X; Yi, Z
Source PublicationADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 3, PROCEEDINGS
2005
Volume3498Pages:801-806
SubtypeArticle
AbstractIn Traditional Chinese Medicine (TCM), it is difficult to interpret how to judge syndrome according to clinic information in scientific means because TCM depends mostly on experience and subjective judgment. Now there are more and more people begin to study TCM with modern techniques in many countries. Neural network techniques have developed quickly during these years and many complex problems are solved with them. It is feasible to discover the hidden mechanism of TCM with neuron network. In this paper a multilevel neural network model is developed to dispose TCM problem. In this model, Principle Component Analysis network is used to preprocess symptoms and back-propagation network is used to give out syndromes and Boltzmann machine is used to give out prescription. After training, the network can realize the whole diagnosis procedure. The feasibility is illustrated through simulation example with stroke patients' clinical data.
WOS HeadingsScience & Technology ; Technology
Indexed ByISTP ; SCI
Language英语
WOS Research AreaComputer Science
WOS SubjectComputer Science, Artificial Intelligence ; Computer Science, Theory & Methods
WOS IDWOS:000230167700127
Citation statistics
Cited Times:2[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9142
Collection09年以前成果
AffiliationChinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligence Sci, Beijing 100080, Peoples R China
Recommended Citation
GB/T 7714
Sun, ZQ,Yi, JQ,Xi, GC,et al. Multilevel neural network to diagnosis procedure of traditional Chinese medicine[J]. ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 3, PROCEEDINGS,2005,3498:801-806.
APA Sun, ZQ,Yi, JQ,Xi, GC,Wang, J,Liao, X,&Yi, Z.(2005).Multilevel neural network to diagnosis procedure of traditional Chinese medicine.ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 3, PROCEEDINGS,3498,801-806.
MLA Sun, ZQ,et al."Multilevel neural network to diagnosis procedure of traditional Chinese medicine".ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 3, PROCEEDINGS 3498(2005):801-806.
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