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
2005
发表期刊ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 3, PROCEEDINGS
卷号3498页码:801-806
文章类型Article
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
收录类别ISTP ; SCI
语种英语
WOS研究方向Computer Science
WOS类目Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods
WOS记录号WOS:000230167700127
引用统计
被引频次:2[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9142
专题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.
条目包含的文件
条目无相关文件。
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Sun, ZQ]的文章
[Yi, JQ]的文章
[Xi, GC]的文章
百度学术
百度学术中相似的文章
[Sun, ZQ]的文章
[Yi, JQ]的文章
[Xi, GC]的文章
必应学术
必应学术中相似的文章
[Sun, ZQ]的文章
[Yi, JQ]的文章
[Xi, GC]的文章
相关权益政策
暂无数据
收藏/分享
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。