Detective quantum efficiency of photon-counting x-ray detectors

被引:31
|
作者
Tanguay, Jesse [1 ,2 ]
Yun, Seungman [3 ,4 ]
Kim, Ho Kyung [4 ]
Cunningham, Ian A. [1 ,2 ,3 ]
机构
[1] Univ Western Ontario, Robarts Res Inst, London, ON N6A 5C1, Canada
[2] Univ Western Ontario, Dept Med Biophys, London, ON N6A 3K7, Canada
[3] Univ Western Ontario, Biomed Engn Program, London, ON N6A 3K7, Canada
[4] Pusan Natl Univ, Sch Mech Engn, Pusan 60973, South Korea
关键词
photon counting; x-ray imaging; cascaded systems analysis; spectral imaging; detective quantum efficiency; DIAGNOSTIC-IMAGING DETECTORS; NOISE TRANSFER; SPECTRAL CT; INTERACTION LIMITS; PIXEL DETECTORS; PULSE PILEUP; SIGNAL; MAMMOGRAPHY; PERFORMANCE; ABSORPTION;
D O I
10.1118/1.4903503
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: Single-photon-counting (SPC) x-ray imaging has the potential to improve image quality and enable novel energy-dependent imaging methods. Similar to conventional detectors, optimizing image SPC quality will require systems that produce the highest possible detective quantum efficiency (DQE). This paper builds on the cascaded-systems analysis (CSA) framework to develop a comprehensive description of the DQE of SPC detectors that implement adaptive binning. Methods: The DQE of SPC systems can be described using the CSA approach by propagating the probability density function (PDF) of the number of image-forming quanta through simple quantum processes. New relationships are developed to describe PDF transfer through serial and parallel cascades to accommodate scatter reabsorption. Results are applied to hypothetical silicon and selenium-based flat-panel SPC detectors including the effects of reabsorption of characteristic/scatter photons from photoelectric and Compton interactions, stochastic conversion of x-ray energy to secondary quanta, depth-dependent charge collection, and electronic noise. Results are compared with a Monte Carlo study. Results: Depth-dependent collection efficiency can result in substantial broadening of photopeaks that in turn may result in reduced DQE at lower x-ray energies (20-45 keV). Double-counting interaction events caused by reabsorption of characteristic/scatter photons may result in falsely inflated image signal-to-noise ratio and potential overestimation of the DQE. Conclusions: The CSA approach is extended to describe signal and noise propagation through photoelectric and Compton interactions in SPC detectors, including the effects of escape and reabsorption of emission/scatter photons. High-performance SPC systems can be achieved but only for certain combinations of secondary conversion gain, depth-dependent collection efficiency, electronic noise, and reabsorption characteristics. (C) 2015 American Association of Physicists in Medicine.
引用
收藏
页码:491 / 509
页数:19
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