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The application of LSA in TCM syndromes classification
Gan, Yan-Fang ; Ni, Zi-Wei ; Lin, Fan ; Ni ZW(倪子伟) ; Lin F(林凡)
2013
关键词Health care Innovation Semantics Singular value decomposition Websites
英文摘要Conference Name:2nd International Conference on Engineering and Technology Innovation 2012, ICETI 2012. Conference Address: Kaohsiung, Taiwan. Time:November 2, 2012 - November 6, 2012.; AandF; Tailift Co., Ltd; SPINTECH; Smart Motion Control Co.,Ltd.; FXB Flexible Motion; et al; The description of syndromes and symptoms in traditional Chinese medicine (TCM) is extremely complicated. And how to diagnose the patient's syndrome in a better way is the primary objective of clinical health care workers all the time. It was a good attempt to diagnose patient's syndrome by combining Latent Semantic Analysis and the feature of TCM knowledge----both syndromes and organs have the same clinical manifestation collection that are symptoms. In this paper, correlative degrees would be computed and sorted in a certain latent semantic space which was constructed by syndromes and organs. According to the result of correlative degrees computing, the classifying could be done by choosing the highest correlative degree as the belonging class. The experimental results show that this method performs quite well. ? (2013) Trans Tech Publications, Switzerland.
语种英语
出处http://dx.doi.org/10.4028/www.scientific.net/AMM.284-287.1666
出版者Trans Tech Publications
内容类型其他
源URL[http://dspace.xmu.edu.cn/handle/2288/86594]  
专题信息技术-会议论文
推荐引用方式
GB/T 7714
Gan, Yan-Fang,Ni, Zi-Wei,Lin, Fan,et al. The application of LSA in TCM syndromes classification. 2013-01-01.
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