中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Multilevel neural network to diagnosis procedure of traditional Chinese medicine

文献类型:期刊论文

作者Sun, ZQ; Yi, JQ; Xi, GC; Wang, J; Liao, X; Yi, Z
刊名ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 3, PROCEEDINGS
出版日期2005
卷号3498页码:801-806
英文摘要In 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标题词Science & Technology ; Technology
类目[WOS]Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods
研究领域[WOS]Computer Science
收录类别ISTP ; SCI
语种英语
WOS记录号WOS:000230167700127
公开日期2015-12-24
源URL[http://ir.ia.ac.cn/handle/173211/9142]  
专题自动化研究所_09年以前成果
作者单位Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligence Sci, Beijing 100080, Peoples R China
推荐引用方式
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.

入库方式: OAI收割

来源:自动化研究所

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