| 基于神经网络的中药黄芩药效评价方法研究 |
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| 引用本文： | 侯恩广,李树彬,李珂,丁晓彦,吕凌,刘青,赵渤年,于宗渊.基于神经网络的中药黄芩药效评价方法研究[J].山东科学,2011,24(1):72-76. |
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| 作者姓名： | 侯恩广 李树彬 李珂 丁晓彦 吕凌 刘青 赵渤年 于宗渊 |
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| 作者单位： | 1．山东省汽车电子技术重点实验室，山东省科学院自动化研究所，山东 济南 250014；
2．山东省中医药研究院，山东 济南 250014 |
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| 基金项目： | 国家科学技术部"十一五"支撑计划项目，山东省科学院博士基金 |
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| 摘 要： | 本文建立了中药黄芩药效评价的BP神经网络模型，通过收集海量相关数据，训练其模型参数，建立了中药黄芩谱-效结合评价系统。测试结果证明了该方法的先进性与可靠性。
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| 关 键 词： | 中药药效评价 谱-效相关模式 神经网络 指纹图谱 |
Neural network based assessment of pharmacological effects of traditional Chinese medicine |
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| HOU En-guang,LI Shu-bin,LI Ke,DING Xiao-yan,L Ling,LIU Qing,ZHAO Bo-nian,YU Zong-yuan.Neural network based assessment of pharmacological effects of traditional Chinese medicine[J].Shandong Science,2011,24(1):72-76. |
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| Authors: | HOU En-guang LI Shu-bin LI Ke DING Xiao-yan L Ling LIU Qing ZHAO Bo-nian YU Zong-yuan |
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| Institution: | 1.Shandong Provincial Key Laboratory of Automotive Electronics, Institute of Automation, Shandong Academy of Sciences, Jinan 250014, China;
2.Shandong Academy of Traditional Chinese Medicine, Jinan 250014, China |
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| Abstract: | How to impersonally and effectively assess the pharmacological effects of traditional Chinese medicine （TCM） is one of the difficulties confronting the modern research of TCM. This paper establishes a neural network model for the assessment of pharmacological effects of traditional Chinese medicine Huang Qin. We train this model with massive data and adjust its model parameters. We therefore construct a union effect assessment system for the traditional Chinese medicine Huang Qin. Test results show the advances and reliability of this method. |
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| Keywords: | quality assessment of a traditional Chinese medicine chromatographic fingerprint and pharmacological effect correlation mode neural network fingerprint |
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