Top-level design and pilot analysis of low-end CT scanners based on linear scanning for developing countries

被引:13
|
作者
Liu, Fenglin [1 ,2 ]
Yu, Hengyong [3 ]
Cong, Wenxiang [2 ]
Wang, Ge [2 ]
机构
[1] Chongqing Univ, Minist Educ, Engn Res Ctr Ind Computed Tomog Nondestruct Testi, Key Lab Optoelect Technol & Syst, Chongqing 630044, Peoples R China
[2] Rensselaer Polytech Inst, Biomed Imaging Ctr, Dept Biomed Engn, Ctr Biotechnol & Interdisciplinary Studies, Troy, NY 12180 USA
[3] Wake Forest Univ Hlth Sci, Dept Biomed Engn, VT WFU Sch Biomed Engn & Sci, Winston Salem, NC USA
关键词
Computed tomography (CT); linear scanning; compressive sensing; interior tomography; low-cost; RECONSTRUCTION; IMAGES; ART;
D O I
10.3233/XST-140453
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
The goal is to develop new architectures for computed tomography (CT) which are at an ultra-low-cost for developing countries, especially in rural areas. The proposed general scheme is inspired by the recently developed compressive sensing and interior tomography techniques, where the data acquisition system targets a region of interest (ROI) to acquire limited and truncated data. Similar to linear tomosynthesis, the source and detector are translated in opposite directions but in contrast to conventional tomosynthesis, our proposal is for either ROI reconstruction with one or more localized linear scans or global reconstruction by combining multiple ROI reconstructions. In other words, the popular slip ring is replaced by a translation based setup, and the instrumentation cost is reduced by a relaxation of the imaging speed requirement. The various translational scanning modes are theoretically analyzed, and the scanning parameters are optimized. The numerical simulation results from different numbers of linear scans confirm the feasibility of the proposed scheme, and suggest two preferred low-end systems for horizontal and vertical patient positions respectively. Ultra-low-cost x-ray CT is feasible with our proposed combination of linear scanning, compressive sensing, and interior tomography. The proposed architecture can be tailored into permanent, movable, or reconfigurable systems as desirable. Advanced image registration and spectral imaging features can be included as well.
引用
收藏
页码:673 / 686
页数:14
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