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Kinetic Parameter Reconstruction for Motion Compensation in Transmission Tomography

机译：传输层析成像中运动补偿的动力学参数重建

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Model based iterative reconstruction (MBIR) algorithms have recently been applied to computed tomography and demonstrated superior image quality. This algorithmic framework also provides us the flexibility to incorporate more sophisticated models of the data acquisition process. In this paper, we present the kinetic parameter iterative reconstruction (KPIR) algorithm which estimates voxel values as a function of time in the MBIR framework. We introduce a parametric kinetic model for each voxel, and estimate the kinetic parameters directly from the data. Results on phantom study and clinical data show that the proposed method can significantly reduce motion artifacts in the reconstruction.

机译：基于模型的迭代重建（MBIR）算法最近已应用于计算机断层扫描，并显示出卓越的图像质量。该算法框架还为我们提供了灵活性，使其可以合并更复杂的数据采集过程模型。在本文中，我们提出了动力学参数迭代重建（KPIR）算法，该算法在MBIR框架中估算作为时间函数的体素值。我们为每个体素引入参数动力学模型，并直接从数据中估算动力学参数。幻像研究和临床数据的结果表明，该方法可以显着减少重建过程中的运动伪影。

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《Computational imaging IX》|2011年|p.78730T.1-78730T.7|共7页
会议地点 San Francisco CA(US)
作者
Zhou Yu; Jean-Baptiste Thibault; Jiao Wang; Charles A. Bouman; Ken D. Sauer;
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GE Healthcare Technologies, W-1180, 3000 N Grandview Blvd, Waukesha, WI 53188;

GE Healthcare Technologies, W-1180, 3000 N Grandview Blvd, Waukesha, WI 53188;

Department of Electrical Engineering, 275 Fitzpatrick, University of Notre Dame, Notre Dame, IN 46556-5637;

School of Electrical Engineering, Purdue University, West Lafayette, IN 47907-0501;

Department of Electrical Engineering, 275 Fitzpatrick, University of Notre Dame, Notre Dame, IN 46556-5637;

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正文语种 eng
中图分类信息处理（信息加工）;
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1. Model-based respiratory motion compensation for emission tomography image reconstruction [J] . Reyes M, Malandain G, Koulibaly PM, Physics in medicine and biology. . 2007,第12期

机译：基于模型的呼吸运动补偿用于断层扫描图像重建
2. Model-based respiratory motion compensation for emission tomography image reconstruction [J] . Reyes M, Malandain G, Koulibaly PM, Physics in medicine and biology. . 2007,第12期

机译：基于模型的呼吸运动补偿用于断层扫描图像重建
3. Study of Phase Error Reconstruction and Motion Compensation for Terahertz SAR With Sparsity-Promoting Parameter Estimation [J] . Shi Shuyun, Li Chao, Hu Jianmin, Terahertz Science and Technology, IEEE Transactions on . 2021,第2期

机译：韧带促进参数估计的Terahertz SAR相位误差重构和运动补偿研究
4. Direct reconstruction of kinetic parameter images in fluorescence optical diffusion tomography [C] . Milstein, A.B., Oh, . 2004

机译：在荧光光学扩散层析成像中直接重建动力学参数图像
5. Statistical list-mode image reconstruction and motion compensation techniques in high-resolution positron emission tomography (PET). [D] . Rahmim, Arman. 2005

机译：高分辨率正电子发射断层扫描（PET）中的统计列表模式图像重建和运动补偿技术。
6. Does the beta regularization parameter of bayesian penalized likelihood reconstruction always affect the quantification accuracy and image quality of positron emission tomography computed tomography? [O] . Zhifang Wu, Binwei Guo, Bin Huang, 2021

机译：贝叶斯惩罚似然重建的β正则化参数是否总始终影响正电子发射断层扫描的量化准确性和图像质量？
7. Robustness of post-reconstruction and direct kinetic parameter estimates under rigid head motion in dynamic brain PET imaging [O] . F.A. Kotasidis, G.I. Angelis, J.M. Anton-Rodriguez, 2018

机译：动态脑宠物成像中刚性头动作下重建后和直接动力学参数估计的鲁棒性
8. 3-D Object Reconstruction Emission and Transmission Tomography with Limited Angular Input [R] . Tam, K. C., Perez-Mendez, V., Macdonald, B. 1978

机译：具有有限角度输入的三维物体重建发射和透射断层成像

Kinetic Parameter Reconstruction for Motion Compensation in Transmission Tomography

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