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一个基于知识的彩色肺癌图像理解系统 被引量：3

A KNOWLEDGE-BASED CHROMATIC IMAGE UNDERSTANDING SYSTEM FOR LUNG CANCER CELLS
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摘要 介绍一个智能识别肺癌细胞的医学图像理解系统.该系统通过图像特征提取和智能图像分析识别两个模块,将图像处理技术和模糊知识表示技术相结合,实现对彩色肺癌细胞切片图像的理解,诊断识别出图像中的肺癌细胞.系统建立一个基于规则的两层模糊知识模型来表示用于肺癌图像理解的领域知识.实验表明,该模型能实现较高的肺癌分析识别准确率,是行之有效的.
作者 杨育彬 李宁 陈世福 陈兆乾
机构地区 南京大学
出处 《广西师范大学学报（自然科学版）》 CAS 2003年第1期40-47,共8页 Journal of Guangxi Normal University:Natural Science Edition
基金 江苏省应用基础研究计划项目
关键词 彩色肺癌图像理解系统 特征提取 模糊知识表示 彩色图像处理 肺癌诊断 医学图像
分类号 R734.2 [医药卫生—肿瘤] R730.4 [医药卫生—肿瘤]
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参考文献10

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同被引文献19

  • 1朱树先,张仁杰.BP和RBF神经网络在人脸识别中的比较[J].仪器仪表学报,2007,28(2):375-379. 被引量：30
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  • 4Guihong Qu,Dali Zhang,Pingfan Yan. Information measure for performance of image fusion[J]. Electronics Letters,2002,38(7) : 313-315.
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  • 8Tombropoulos R,Shiffinan S,Davidson C. A decision aid for diagnosis of liver lesions on MRI. Proceeding of 17th annual symposium of computer applied medical care[C]//New York:McGraw-Hill,Inc, 1994:439-443.
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  • 10Raheja A,Dhawan A P. Wavelet based multiresolution expectation maximization image reconstruction algorithm[J].Computerized Medical Imaging and Graphics, 2000,24 :359-376.

引证文献3

二级引证文献16

广西师范大学学报（自然科学版）
2003年 第1期

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