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加标记的左心室核磁共振图像位移场的运动重建

Displacement Fields Reconstruction of Tagged Cardiac MR Images of Left Ventricle
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摘要 利用改进的左心室数字模拟器提供的加标记的核磁共振图像(MRI),文章研究左心室位移场的运动重建方法。先以双三次B样条曲面技术拟合短轴和长轴影像层三个方向的标记面,然后采用最小二乘原理确定短轴和长轴影像层标记点1D逆向位移场的最优控制顶点,在此基础上拟合的短轴影像层上标记点的3D逆向位移场达到亚像素精度。这对于跟踪心肌点几何位置,分析左心室的运动变形具有重要意义。 This paper gives a method to describe the heart motion on the tagged MRI images from a left ventricle digital simulator.First,using a tensor product of bicubic B-splines.It represents tag planes in two orthogonal orientations intersecting the short -axis image slices and tag planes in an orientation oryhogonal to the short -axis tag planes intersecting long-axis image slices.Then the optimum control points describing the1D inverse displacement are obtained by a least square minimization.At last the proposed3D inverse displacement field of tagged pionts within short-axis image slices exhibited sub-pixel accuracy.This method is efficient so that the3D motion of tagged points can be measured and the the motion deformation of Left Ventricle(LV)can be tracked.
出处 《计算机工程与应用》 CSCD 北大核心 2004年第33期28-30,82,共4页 Computer Engineering and Applications
基金 香港特区政府研究资助局资助项目(编号:CUHK/4180/01E)
关键词 加标记的MRI图像 B样条张量积 标记面 逆向位移场 运动重建 tagged MRI images,B-spline tensors,tagging planes,inverse displacement field,motion reconstruction
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参考文献4

  • 1E A Zerhouni et al. Human Heart:tagging with MR imaging-a method for noninvasive assessment of myocardial motion[J].Radiology, 1988;169: 59~63
  • 2A A Amini,Chen Y et al. Coupled B-snake grids and constrained thin-plate splines for analysis of 2-D tissue deformations from tagged MRI[J].IEEE Trans Med Imaging, 1998; 17:344~356
  • 3Ozturk C,McVeigh E R.Four dimensional B-spline based motion analysis of tagged cardiac MR images[J].Proc SPIE, 1999 ;3660:46~56
  • 4Edo Waks,Jerry L Prince,Andrew S Douglas. Cardiac Motion Simulator for Tagged MRI[C].In:proc Mathematical Methods in Biomedical Image Analysis, 1996:182~191

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