A technique for multi-dimensional optimization of radiation dose, contrast dose, and image quality in CT imaging

被引:0
|
作者
Sahbaee, Pooyan [1 ,2 ]
Abadi, Ehsan [2 ,4 ]
Sanders, Jeremiah [2 ,3 ]
Becchetti, Marc [2 ,3 ]
Zhang, Yakun [2 ]
Agasthya, Greeshma [2 ]
Segars, Paul [2 ,3 ]
Samei, Ehsan [2 ,3 ,4 ]
机构
[1] N Carolina State Univ, Dept Phys, Raleigh, NC 27695 USA
[2] Duke Univ, Dept Radiol, Ravin Adv Imaging Labs, Durham, NC 27705 USA
[3] Duke Univ, Med Phys Grad Program, Durham, NC 27705 USA
[4] Duke Univ, Dept Elect & Comp Engn, Durham, NC 27705 USA
关键词
Computed Tomography; Contrast Material; Compartmental Model; Contrast Enhanced; Patient Specific; Iodine; Radiation dose; CTDI; Image Quality; DOUBLE-STRAND BREAKS; REPAIR;
D O I
10.1117/12.2216516
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
The purpose of this study was to substantiate the interdependency of image quality, radiation dose, and contrast material dose in CT towards the patient-specific optimization of the imaging protocols. The study deployed two phantom platfouns. First, a variable sized phantom containing an iodinated insert was imaged on a representative CT scanner at multiple CTDI values. The contrast and noise were measured from the reconstructed images for each phantom diameter. Linearly related to iodine-concentration, contrast to noise ratio (CNR), was calculated for different iodine-concentration levels. Second, the analysis was extended to a recently developed suit of 58 virtual human models (5D-XCAT) with added contrast dynamics. Emulating a contrast-enhanced abdominal image procedure and targeting a peak-enhancement in aorta, each XCAT phantom was "imaged" using a CT simulation platfoun. 3D surfaces for each patient/size established the relationship between iodine-concentration, dose, and CNR. The Sensitivity of Ratio (SR), defined as ratio of change in iodine-concentration versus dose to yield a constant change in CNR was calculated and compared at high and low radiation dose for both phantom platfouns. The results show that sensitivity of CNR to iodine concentration is larger at high radiation dose (up to 73%). The SR results were highly affected by radiation dose metric; CTDI or organ dose. Furthermore, results showed that the presence of contrast material could have a profound impact on optimization results (up to 45%).
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页数:8
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