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人工神经网络在中医脉象识别分类研究中的应用概况
引用本文:燕海霞,王忆勤,宫爱民,付晶晶,钱 鹏,员凤英.人工神经网络在中医脉象识别分类研究中的应用概况[J].世界科学技术-中医药现代化,2009,11(4):522-526.
作者姓名:燕海霞  王忆勤  宫爱民  付晶晶  钱 鹏  员凤英
作者单位:上海中医药大学 上海 201203;上海中医药大学 上海 201203
基金项目:国家“十一五”科技支撑计划经费资助(2006BAI08B01-4):中医四诊信息规范采集和融合方法的研究,负责人:王忆勤;上海市第三期重点学科(S30302):中医诊断学,负责人:王忆勤。
摘    要:本文就近10余年应用人工神经网络开展中医脉象识别分类的研究进行了综述,其中包括应用人工神经网络进行脉象识别分类,基于人工神经网络的中医脉象分类模型建立和基于不同神经网络算法识别中医脉象的比较研究。文章提出进一步研究应结合中医脉象的特点选取有效的特征值值及设计不同的分类器,应以实现临床常见脉象类别的准确识别为最终目标,根据分类识别的结果开展脉象形成机制研究,并将研究结果推广应用到临床。

关 键 词:中医  脉象  人工神经网络  识别分类
收稿时间:6/8/2009 12:00:00 AM
修稿时间:2009/8/20 0:00:00

Application of the Artificial Neural Network in Recognition and Classification of TCM Pulses
Yon Haixi,Wang Yiqin,Gong Aimin,Fu Jinxing,Qian Peng and Yun Fengying.Application of the Artificial Neural Network in Recognition and Classification of TCM Pulses[J].World Science and Technology-Modernization of Traditional Chinese Medicine,2009,11(4):522-526.
Authors:Yon Haixi  Wang Yiqin  Gong Aimin  Fu Jinxing  Qian Peng and Yun Fengying
Institution:Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
Abstract:This paper reviews the application of the artificial neural network in recognition and classification of TCM pulses, in terms of recognition and classification of pulses with the artificial neural network, establishment of the pulse classification model based on the artificial neural network, and comparative research of pulse recognition based on different artificial neural network algorithms. This paper also makes some proposals for the future research. That is, to select efficient eigen values in combination with the characteristics of TCM pulses and correspondingly design different artificial neural network classifiers, so as to realize the accurate recognition of common pulses in clinics; to study the pulse formation mechanism based on recognition and classification results, and facilitate its application in clinics.
Keywords:TCM  pulse  artificial neural network  recognition and classification
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