Generation of virtual monochromatic CBCT from dual kV/MV beam projections

被引:11
作者
Li, Hao [1 ,2 ]
Liu, Bo [3 ]
Yin, Fang-Fang [1 ,2 ]
机构
[1] Duke Univ, Med Phys Grad Program, Durham, NC 27710 USA
[2] Duke Univ Med Ctr, Dept Radiat Oncol, Durham, NC 27710 USA
[3] Beihang Univ, Image Proc Ctr, Beijing 100191, Peoples R China
关键词
kilovoltage-megavoltage; cone-beam computed tomography; image-guided radiotherapy; virtual monochromatic; COMPUTED-TOMOGRAPHY; LUNG-CANCER; CT; RADIOTHERAPY; KILOVOLTAGE; SYSTEM; NOISE;
D O I
10.1118/1.4824324
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: To develop a novel on-board imaging technique which allows generation of virtual monochromatic (VM) cone-beam CT (CBCT) with a selected energy from combined kilovoltage (kV)/megavoltage (MV) beam projections. Methods: With the current orthogonal kV/MV imaging hardware equipped in modern linear accelerators, both MV projections (from gantry angle of 0 degrees-100 degrees) and kV projections (90 degrees-200 degrees) were acquired as gantry rotated a total of 110 degrees. A selected range of overlap projections between 90 degrees to 100 degrees were then decomposed into two material projections using experimentally determined parameters from orthogonally stacked aluminum and acrylic step-wedges. Given attenuation coefficients of aluminum and acrylic at a predetermined energy, one set of VM projections could be synthesized from two corresponding sets of decomposed projections. Two linear functions were generated using projection information at overlap angles to convert kV and MV projections at nonoverlap angles to approximate VM projections for CBCT reconstruction. The contrast-to-noise ratios (CNRs) were calculated for different inserts in VM CBCTs of a CatPhan phantom with various selected energies and compared with those in kV and MV CBCTs. The effect of overlap projection number on CNR was evaluated. Additionally, the effect of beam orientation was studied by scanning the CatPhan sandwiched with two 5 cm solid-water phantoms on both lateral sides and an electronic density phantom with two metal bolt inserts. Results: Proper selection of VM energy [30 and 40 keV for low-density polyethylene (LDPE), polymethylpentene, 2 MeV for Delrin] provided comparable or even better CNR results as compared with kV or MV CBCT. An increased number of overlap kV and MV projection demonstrated only marginal improvements of CNR for different inserts (with the exception of LDPE) and therefore one projection overlap was found to be sufficient for the CatPhan study. It was also evident that the optimal CBCT image quality was achieved when MV beams penetrated through the heavy attenuation direction of the object. Conclusions: A novel technique was developed to generate VM CBCTs from kV/MV projections. This technique has the potential to improve CNR at selected VM energies and to suppress artifacts at appropriate beam orientations. (C) 2013 American Association of Physicists in Medicine.
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页数:9
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