A rigid motion correction method for helical computed tomography (CT)

被引:45
|
作者
Kim, J-H [1 ]
Nuyts, J. [2 ]
Kyme, A. [1 ,3 ]
Kuncic, Z. [4 ]
Fulton, R. [1 ,3 ,4 ,5 ]
机构
[1] Univ Sydney, Discipline Med Imaging & Sci, Sydney, NSW 2006, Australia
[2] Univ Leuven, KU Leuven, Dept Imaging & Pathol Nucl Med & Mol imaging, MIRC, B-3000 Louvain, Belgium
[3] Univ Sydney, Brain & Mind Res Inst, Camperdown, NSW 2050, Australia
[4] Univ Sydney, Sch Phys, Camperdown, NSW 2050, Australia
[5] Westmead Hosp, Dept Med Phys, Westmead, NSW 2145, Australia
来源
PHYSICS IN MEDICINE AND BIOLOGY | 2015年 / 60卷 / 05期
基金
英国医学研究理事会;
关键词
motion estimation; motion compensation; computed tomography; image reconstruction; reconstruction algorithms; CONE-BEAM CT; IMAGE-RECONSTRUCTION; ARTIFACT REDUCTION; PATIENT MOTION; PET IMAGES; COMPENSATION; HEAD; ACQUISITION; SPECT;
D O I
10.1088/0031-9155/60/5/2047
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
We propose a method to compensate for six degree-of-freedom rigid motion in helical CT of the head. The method is demonstrated in simulations and in helical scans performed on a 16-slice CT scanner. Scans of a Hoffman brain phantom were acquired while an optical motion tracking system recorded the motion of the bed and the phantom. Motion correction was performed by restoring projection consistency using data from the motion tracking system, and reconstructing with an iterative fully 3D algorithm. Motion correction accuracy was evaluated by comparing reconstructed images with a stationary reference scan. We also investigated the effects on accuracy of tracker sampling rate, measurement jitter, interpolation of tracker measurements, and the synchronization of motion data and CT projections. After optimization of these aspects, motion corrected images corresponded remarkably closely to images of the stationary phantom with correlation and similarity coefficients both above 0.9. We performed a simulation study using volunteer head motion and found similarly that our method is capable of compensating effectively for realistic human head movements. To the best of our knowledge, this is the first practical demonstration of generalized rigid motion correction in helical CT. Its clinical value, which we have yet to explore, may be significant. For example it could reduce the necessity for repeat scans and resource-intensive anesthetic and sedation procedures in patient groups prone to motion, such as young children. It is not only applicable to dedicated CT imaging, but also to hybrid PET/CT and SPECT/CT, where it could also ensure an accurate CT image for lesion localization and attenuation correction of the functional image data.
引用
收藏
页码:2047 / 2073
页数:27
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