| 领域知识驱动的医学图像关联模式挖掘算法 |
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| 引用本文： | 潘海为,谭小雷,韩启龙.领域知识驱动的医学图像关联模式挖掘算法[J].黑龙江大学自然科学学报,2009,26(5). |
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| 作者姓名： | 潘海为 谭小雷 韩启龙 |
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| 作者单位： | 哈尔滨工程大学计算机科学与技术学院,哈尔滨,150001 |
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| 基金项目： | 国家自然科学基金资助项目(60803036) |
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| 摘 要： | 根据医学图像领域的相关知识,提出了关键像素区域ROI的概念及其特征属性针对ROI聚类后的图像数据进行挖掘,提出了一种基于对FP-GROWTH算法改进的Diff-FP-GROWTH算法。最后,给出了该算法的实例分析和该算法的实际研究意义。
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| 关 键 词： | 数据挖掘 关联规则 医学图像 ROI |
Domain knowledge-driven association pattern mining algorithm on medical images |
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| PAN Hai-wei,TAN Xiao-lei,HAN Qi-long.Domain knowledge-driven association pattern mining algorithm on medical images[J].Journal of Natural Science of Heilongjiang University,2009,26(5). |
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| Authors: | PAN Hai-wei TAN Xiao-lei HAN Qi-long |
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| Institution: | College of Computer Science and Technology;Harbin Engineering University;Harbin 150001;China |
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| Abstract: | The term of ROI and its characteristic attributes by the kowledge of medical domain was presented.In addition,in order to extract the knowledge from the medical images which are clustered by the characteristic attributes of ROI,an improved association rule mining algorithm Diff-FP-GROWTH is presented based on FP-GROWTH.Finally,the algorithm with an example and concluded the significance of it were analyzed. |
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| Keywords: | data mining association rule medical images ROI |
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