| 基于MLP和SVM技术的骨性关节炎中药复方辨证分类研究 |
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| 引用本文： | 廖彬,叶少珍,郑春松. 基于MLP和SVM技术的骨性关节炎中药复方辨证分类研究[J]. 福州大学学报(自然科学版), 2010, 38(2) |
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| 作者姓名： | 廖彬 叶少珍 郑春松 |
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| 作者单位： | 福州大学数学与计算机科学学院;福建中医学院中西医结合研究院; |
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| 基金项目： | 福建省自然科学基金资助项目(2009J01282);;福建省科技厅科技合作重点项目(200710018) |
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| 摘 要： | 以多层感知器(MIP)与支持向量机(SVM)集成手段为分析工具,研究治疗骨性关节炎疾病的中药复方药物的分类判断,得到复方药物中分歧药物的分类和关键药物的选择.同时结合模式分类规则得到最相似药物的分类,为中药复杂组效关系的阐明及OA中药新药的研制提供了重要基础数据.预测结果与该疾病的临床试验结果进行比较,分类结果与中医理论相吻合.
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| 关 键 词： | 神经网络 MLP-SVM 模式分类规则 骨关节炎 中药方剂 |
Research of dialectical classification on traditional Chinese medicine prescription for OA based on SVM combined with MLP |
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| LIAO Bin,YE Shao-zhen,ZHENG Chun-song. Research of dialectical classification on traditional Chinese medicine prescription for OA based on SVM combined with MLP[J]. Journal of Fuzhou University(Natural Science Edition), 2010, 38(2) |
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| Authors: | LIAO Bin YE Shao-zhen ZHENG Chun-song |
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| Affiliation: | 1. College of Mathematics and Computer Science;Fuzhou University;Fuzhou;Fujian 350108;China;2. Fujian Academy of Integrative Medicine;Fujian University of Traditional Chinese Medicine;China |
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| Abstract: | The multi-layer feed-forward neural network and SVM methods were used to study the classification of traditional Chinese medicine which treats Osteoarthritis,and get the classification of different drugs and the selection of key drugs. At the same time,combining the pattern classification rules to get the classification of the most similar drugs,they can provide important basis datas for the study of compatibility and new herbal-drug for OA. The comparison between classification results and clinical trials ... |
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