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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