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家兔脂肪肝超声图像特征指标量化的方法学探讨 被引量:1

A Research on the Quantified Parameters of Rabbit Ultrasonic Fat Liver Image
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摘要 脂肪肝超声图像具有一定的纹理特征,通过对大白兔脂肪肝超声图像的特征分析,采用计算机辅助分析技术,对大白兔脂肪肝图像进行小波收缩法抑制散斑噪,然后分别从直方图,行程矩阵等进行量化指标的提取,并通过多组家兔动物实验对比分析各特征参数及实际纹理含义,从而为脂肪肝超声影像检查和病情分型提供量化依据。 The ultrasonic liver images have various granular structures, With the computer assistant analysis, the rabbits liver ultrasound images were processed, by wavelet shrinkage filtering, the speckle noise of images is effectively filtered, with the methods of histogram, matrix ,8 indexes which reflect the changes of pathological were get, such as gray expectation, local correlation. At last, the rabbits of animal mode was used in the system, and the parameters gained by above methods are analyzed by statistics and pathology in order to provide computer aided analysis and recognition of rabbit fat liver degree.
机构地区 中国矿业大学
出处 《中国医疗器械信息》 2009年第7期38-43,共6页 China Medical Device Information
关键词 超声图像 纹理分析 特征提取 计算机辅助分析 ultrasonic images, speckle noise, texture analysis, feature extraction, computer aided analysis
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  • 1Thijssen JM. Ultrasonic speckle formation, analysis and process- ing applied to tissue characterization. Pattern Recognition Let- ters,2003,24:659 675.
  • 2Li R, Hua X, Guo Y, et al. Neighborhood-pixels algorithm com- bined with SonoCT in the diagnosis of cirrhosis: An experimental study. Ultrasound in Med & Biol, 2006,32 : 1515-1520.
  • 3陈明丽,黄咏红,王怡,蔡叶华,杨永明,周国辉.超声纹理分析方法诊断乙型肝炎早期肝硬化的价值[J].肝脏,2010,15(6):414-416. 被引量:9

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