| 基于SOM神经网络的医疗诊断专家系统研究 |
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| 引用本文： | 于子翊,茹蓓. 基于SOM神经网络的医疗诊断专家系统研究[J]. 新乡师范高等专科学校学报, 2005, 19(5): 29-31 |
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| 作者姓名： | 于子翊 茹蓓 |
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| 作者单位： | 1. 首都师范大学,信息工程学院,北京,100037
2. 平原大学,信息工程学院,河南,新乡,453000 |
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| 摘 要： | 研究了自组织特征映射(SOM)神经网络的结构及学习算法,提出了利用SOM神经网络对输入样本的“聚类”作用,实现对病人疾病的分类,并依此作为诊断的主要依据。
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| 关 键 词： | 自组织特征映射 神经网络 专家系统 神经元 权值 |
| 文章编号： | 1008-7613(2005)05-0029-03 |
| 修稿时间： | 2005-05-08 |
The Medical Diagnosis Expert System of SOM Neural Network |
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| YU Zi-yi,RU Bei. The Medical Diagnosis Expert System of SOM Neural Network[J]. Journal of Xinxiang Teachers College, 2005, 19(5): 29-31 |
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| Authors: | YU Zi-yi RU Bei |
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| Affiliation: | YU Zi-yi~1,RU Bei~2 |
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| Abstract: | With the improvement of the medical level, the means adopted of medical diagnosis is more abundant , with designing the medical diagnosis system we should fully consider various kinds of multimedia data . This paper has studied the structure of the neural network and learning algorithm of SOM, have proposed utilizing SOM neural network to realize the clustering of input sample, the classification to patient's disease ,and make this as the main basis to diagnose. |
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| Keywords: | self-organizing feature map neural network expert system nerve center weight |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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