Dual-energy CT imaging over non-overlapping, orthogonal arcs of limited-angular ranges

被引:10
作者
Chen, Buxin [1 ]
Zhang, Zheng [1 ]
Xia, Dan [1 ]
Sidky, Emil Y. [1 ]
Pan, Xiaochuan [1 ,2 ]
机构
[1] Univ Chicago, Dept Radiol, Chicago, IL 60637 USA
[2] Univ Chicago, Dept Radiat & Cellular Oncol, Chicago, IL 60637 USA
关键词
DECT; limited-angular range; directional total variation; two-orthogonal-arc; COMPUTED-TOMOGRAPHY; RECONSTRUCTION;
D O I
10.3233/XST-210974
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
BACKGROUND: Interest exists in dual-energy computed tomography (DECT) imaging with scanning arcs of limited-angular ranges (LARs) for reducing scan time and radiation dose, and for enabling scan configurations of C-arm CT that can avoid possible collision between the rotating X-ray tube/detector and the imaged subject. OBJECTIVE: In this work, we investigate image reconstruction for a type of configurations of practical DECT interest, referred to as the two-orthogonal-arc configuration, in which low- and high-kVp data are collected over two non-overlapping arcs of equal LAR a, ranging from 30 degrees to 90 degrees, separated by 90 degrees. The configuration can readily be implemented, e.g., on CT with dual sources separated by 90 degrees or with the slow-kVp-switching technique. METHODS: The directional-total-variation (DTV) algorithm developed previously for image reconstruction in conventional, single-energy CT is tailored to enable image reconstruction in DECT with two-orthogonal-arc configurations. RESULTS: Performing visual inspection and quantitative analysis of monochromatic images obtained and effective atomic numbers estimated, we observe that the monochromatic images of the DTV algorithm from LAR data are with substantially reduced LAR artifacts, which are observed otherwise in those of existing algorithms, and thus visually correlate reasonably well, in terms of metrics PCC and nMI, with their reference images obtained from full-angular-range data. In addition, effective atomic numbers estimated from LAR data of DECT with two-orthogonal-arc configurations are in reasonable agreement, with relative errors up to similar to 10% , with those estimated from full-angular-range data in DECT. CONCLUSIONS: The results acquired in the work may yield insights into the design of LAR configurations of practical dual-energy application relevance in diagnostic CT or C-arm CT imaging.
引用
收藏
页码:975 / 985
页数:11
相关论文
共 16 条
  • [11] Mutual-information-based registration of medical images: A survey
    Pluim, JPW
    Maintz, JBA
    Viergever, MA
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 2003, 22 (08) : 986 - 1004
  • [12] Convex optimization problem prototyping for image reconstruction in computed tomography with the Chambolle-Pock algorithm
    Sidky, Emil Y.
    Jorgensen, Jakob H.
    Pan, Xiaochuan
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2012, 57 (10) : 3065 - 3091
  • [13] Ying ZR, 2006, J X-RAY SCI TECHNOL, V14, P235
  • [14] Reconstruction of Limited-angle Dual-Energy CT Using Mutual Learning and Cross-estimation (MLCE)
    Zhang, Huayu
    Xing, Yuxiang
    [J]. MEDICAL IMAGING 2016: PHYSICS OF MEDICAL IMAGING, 2016, 9783
  • [15] Reconstruction method for DECT with one half-scan plus a second limited-angle scan using prior knowledge of complementary support set (Pri-CSS)
    Zhang, Wenkun
    Wang, Linyuan
    Li, Lei
    Niu, Tianye
    Li, Zhongguo
    Liang, Ningning
    Xue, Yi
    Yan, Bin
    Hu, Guoen
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2020, 65 (02)
  • [16] Directional-TV algorithm for image reconstruction from limited-angular-range data
    Zhang, Zheng
    Chen, Buxin
    Xia, Dan
    Sidky, Emil Y.
    Pan, Xiaochuan
    [J]. MEDICAL IMAGE ANALYSIS, 2021, 70