Effect of x-ray energy on the radiological image quality in propagation-based phase-contrast computed tomography of the breast

被引:4
作者
Wan, Sarina [1 ]
Arhatari, Benedicta D. [2 ,3 ]
Nesterets, Yakov, I [4 ,5 ]
Mayo, Sheridan C. [4 ]
Thompson, Darren [4 ,5 ]
Fox, Jane [6 ,7 ]
Kumar, Beena [7 ]
Prodanovic, Zdenka [7 ]
Hausermann, Daniel [2 ]
Maksimenko, Anton [2 ]
Hall, Christopher [2 ]
Dimmock, Matthew [6 ]
Pavlov, Konstantin M. [5 ,8 ,9 ]
Lockie, Darren [10 ]
Rickard, Mary [1 ]
Gadomkar, Ziba [1 ]
Aminzadeh, Alaleh [3 ]
Vafa, Elham [1 ]
Peele, Andrew [2 ]
Quiney, Harry M. [3 ]
Lewis, Sarah [1 ]
Gureyev, Timur E. [1 ,3 ,5 ,9 ]
Brennan, Patrick C. [1 ]
Taba, Seyedamir Tavakoli [1 ]
机构
[1] Univ Sydney, Fac Med & Hlth, Dept Med Radiat Sci, Lidcombe, Australia
[2] Australian Synchrotron, ANSTO, Clayton, Vic, Australia
[3] Univ Melbourne, Sch Phys, Parkville, Vic, Australia
[4] Commonwealth Sci & Ind Res Org, Clayton, Vic, Australia
[5] Univ New England, Sch Sci & Technol, Armidale, NSW, Australia
[6] Monash Univ, Fac Med Nursing & Hlth Sci, Clayton, Vic, Australia
[7] Monash Hlth, Dept Pathol, Clayton, Vic, Australia
[8] Univ Canterbury, Sch Phys & Chem Sci, Christchurch, New Zealand
[9] Monash Univ, Sch Phys & Astron, Clayton, Vic, Australia
[10] Eastern Hlth, Maroondah BreastScreen, Ringwood, Australia
基金
英国医学研究理事会;
关键词
phase-contrast CT; propagation-based phase-contrast imaging; breast cancer diagnosis; breast cancer; x-ray energies; DIGITAL MAMMOGRAPHY; HIGH-RESOLUTION; TOMOSYNTHESIS; VISUALIZATION; FEASIBILITY; NOISE; CT;
D O I
10.1117/1.JMI.8.5.052108
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
y Purpose: Breast cancer is the most common cancer in women in developing and developed countries and is responsible for 15% of women's cancer deaths worldwide. Conventional absorption-based breast imaging techniques lack sufficient contrast for comprehensive diagnosis. Propagation-based phase-contrast computed tomography (PB-CT) is a developing technique that exploits a more contrast-sensitive property of x-rays: x-ray refraction. X-ray absorption, refraction, and contrast-to-noise in the corresponding images depend on the x-ray energy used, for the same/fixed radiation dose. The aim of this paper is to explore the relationship between x-ray energy and radiological image quality in PB-CT imaging. Approach: Thirty-nine mastectomy samples were scanned at the imaging and medical beamline at the Australian Synchrotron. Samples were scanned at various x-ray energies of 26, 28, 30, 32, 34, and 60 keV using a Hamamatsu Flat Panel detector at the same object-to-detector distance of 6 m and mean glandular dose of 4 mGy. A total of 132 image sets were produced for analysis. Seven observers rated PB-CT images against absorption-based CT (AB-CT) images of the same samples on a five-point scale. A visual grading characteristics (VGC) study was used to determine the difference in image quality. Results: PB-CT images produced at 28, 30, 32, and 34 keV x-ray energies demonstrated statistically significant higher image quality than reference AB-CT images. The optimum x-ray energy, 30 keV, displayed the largest area under the curve (AUC(VGC)) of 0.754 (p=0.009). This was followed by 32 keV (AUC(VGC)=0.731, p <= 0.001), 34 keV (AUC(VGC)=0.723, p <= 0.001), and 28 keV (AUC(VGC)=0.654, p=0.015). Conclusions: An optimum energy range (around 30 keV) in the PB-CT technique allows for higher image quality at a dose comparable to conventional mammographic techniques. This results in improved radiological image quality compared with conventional techniques, which may ultimately lead to higher diagnostic efficacy and a reduction in breast cancer mortalities. (C) 2021 Society of Photo-Optical Instrumentation Engineers (SPIE)
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页数:12
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