节点文献

多b值对肝硬化DWI纹理特征提取的影响

Impact of multi-b-value on texture features of DWI in liver cirrhosis

  • 推荐 CAJ下载
  • PDF下载
  • 不支持迅雷等下载工具,请取消加速工具后下载。

【作者】 张静仇清涛段敬豪姜庆军孙钢巩贯忠李登旺尹勇

【Author】 ZHANG Jing;QIU Qingtao;DUAN Jinghao;JIANG Qingjun;SUN Gang;GONG Guanzhong;LI Dengwang;YIN Yong;School of Physics and Electronics,Shandong Normal University;Shandong Province Key Laboratory of Medical Physics and Image Processing Technology;Department of Radiation Oncology,Shandong Cancer Hospital Affiliated to Shandong University;Department of Medical Imaging,Jinan Military General Hospital;

【机构】 山东师范大学物理与电子科学学院山东省医学物理图像处理技术重点实验室山东大学附属山东省肿瘤医院放疗科济南军区总医院医学影像科

【摘要】 目的探讨不同b值对肝硬化DWI纹理特征的影响。方法回顾性分析39例肝硬化患者的DWI表现,同时选取27名DWI图像肝脏正常者作为对照组,b值分别为0、20、50、100、200、400、800、1 000、1 200、1 500s/mm2。于DWI图像不同层面选取3个ROI,提取37个纹理特征。采用百分比变异系数(%COV)>15%筛选不稳定纹理特征,以指数拟合方法分析不稳定纹理特征与b值的拟合程度。结果 37个纹理特征中,20个(20/37,54.05%)纹理特征不稳定;随b值增大,其中10个纹理特征呈指数上升趋势,4个纹理特征呈指数下降趋势,其余6个纹理特征无法定义其与b值的相对变化趋势。结论 DWI的b值影响肝硬化背景下的纹理特征;部分纹理特征与b值存在相关性。

【Abstract】 Objective To investigate the impact of multi-b-value on texture features of DWI in liver cirrhosis.Methods DWI manifestations of liver cirrhosis in 37 patients were analyzed retrospectively,and DWI of 27 healthy volunteers(control group)were enrolled as controls.The b values were set as 0,20,50,100,200,400,800,1 000,1 200 and 1 500s/mm~2,respectively.Three ROIs at different levels of every set image were selected,and 37 texture features within these ROIs were extracted.Unstable texture features affected by different b-values were screened with the percent coefficient of variation(%COV),and the fitting degree between the unstable texture features and b values were analyzed with exponential fitting.Results Among 37 texture features,20(20/37,54.05%)were unstable.With the increase of b values,exponential upward trend was found in 10 texture features,exponential downward trend was found in 4 texture features,and the relative trends could not be defined in other 6 unstable texture features.Conclusion The b values of DWI impact the texture features in liver cirrhosis.Correlations exist among some texture features and b values.

【基金】 国家自然科学基金(81472811、81301936);山东省科技发展计划项目(2014GSF118011);山东省自然科学基金(ZR2017PH071)
  • 【文献出处】 中国医学影像技术 ,Chinese Journal of Medical Imaging Technology , 编辑部邮箱 ,2018年04期
  • 【分类号】R445.2;R575.2
  • 【被引频次】3
  • 【下载频次】128
节点文献中: 

本文链接的文献网络图示:

本文的引文网络