photon counting

光子计数
  • 文章类型: Journal Article
    有效的X射线光子计数光谱成像(x-CSI)检测器设计涉及优化有关传感器的各种参数(例如,材料,厚度和像素间距)和电子器件(例如,信号处理链和计数触发方案)。我们以前的出版物已经研究了像素间距的作用,传感器厚度和一系列添加剂电荷共享校正算法(CSCA),在这项工作中,我们比较加法和减法CSCA,以确定其优缺点。这些CSCA在处理电荷共享的方法上有所不同:加性方法试图重建原始事件,而减法方法丢弃共享事件。每种方法都是根据来自广泛的x-CSI检测器设计(像素间距100-600µm,传感器厚度1.5毫米)和X射线通量(106-109光子mm-2s-1),它们的性能以绝对检测效率(ADE)为特征,绝对光峰效率(APE),相对重合计数(RCC)和分组频谱效率(BSE)。根据CSCA对电荷共享和pule堆积的影响,从机制上解释了两种方法之间的差异。在低X射线通量下,这两种方法的表现相似,但是在更高的通量下,它们在复杂的方面有所不同。一般来说,附加CSCA在绝对指标(ADE和APE)上表现更好,和减法CSCA在相对指标(RCC和BSE)上表现更好。使用哪种方法会,因此,取决于预期的操作通量,以及剂量效率或频谱效率是否对应用更重要。
    Effective X-ray photon-counting spectral imaging (x-CSI) detector design involves the optimisation of a wide range of parameters both regarding the sensor (e.g., material, thickness and pixel pitch) and electronics (e.g., signal-processing chain and count-triggering scheme). Our previous publications have looked at the role of pixel pitch, sensor thickness and a range of additive charge sharing correction algorithms (CSCAs), and in this work, we compare additive and subtractive CSCAs to identify the advantages and disadvantages. These CSCAs differ in their approach to dealing with charge sharing: additive approaches attempt to reconstruct the original event, whilst subtractive approaches discard the shared events. Each approach was simulated on data from a wide range of x-CSI detector designs (pixel pitches 100-600 µm, sensor thickness 1.5 mm) and X-ray fluxes (106-109 photons mm-2 s-1), and their performance was characterised in terms of absolute detection efficiency (ADE), absolute photopeak efficiency (APE), relative coincidence counts (RCC) and binned spectral efficiency (BSE). Differences between the two approaches were explained mechanistically in terms of the CSCA\'s effect on both charge sharing and pule pileup. At low X-ray fluxes, the two approaches perform similarly, but at higher fluxes, they differ in complex ways. Generally, additive CSCAs perform better on absolute metrics (ADE and APE), and subtractive CSCAs perform better on relative metrics (RCC and BSE). Which approach to use will, thus, depend on the expected operating flux and whether dose efficiency or spectral efficiency is more important for the application in mind.
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  • 文章类型: Journal Article
    这份简短的报告旨在展示光子计数技术以及标准的颅骨成像协议在患者的颅骨计算机断层扫描中可视化分流阀的实用性。回顾性调查了具有颅骨协议的光子计数CT扫描,并遇到了四种类型的分流阀:proGAV2.0®,M.blue®,CodmanCertas®,和proSA®。将这些扫描与相同患者在不同时间点从非光子计数扫描仪获得的扫描进行比较。对这些发现的分析表明,光子计数技术可用于清晰,精确地可视化分流阀,而无需任何额外的辐射或特殊的重建模式。与其他CT探测器相比,提供了出色的空间分辨率,从而突出了光子计数的增强实用性。该技术有助于更准确地表征分流阀,并且可以支持细微异常的检测和分流阀的精确评估。
    This brief report aimed to show the utility of photon-counting technology alongside standard cranial imaging protocols for visualizing shunt valves in a patient\'s cranial computed tomography scan. Photon-counting CT scans with cranial protocols were retrospectively surveyed and four types of shunt valves were encountered: proGAV 2.0®, M.blue®, Codman Certas®, and proSA®. These scans were compared with those obtained from non-photon-counting scanners at different time points for the same patients. The analysis of these findings demonstrated the usefulness of photon-counting technology for the clear and precise visualization of shunt valves without any additional radiation or special reconstruction patterns. The enhanced utility of photon-counting is highlighted by providing superior spatial resolution compared to other CT detectors. This technology facilitates a more accurate characterization of shunt valves and may support the detection of subtle abnormalities and a precise assessment of shunt valves.
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  • 文章类型: Journal Article
    这项研究提供了光子计数探测器(PCCT)和能量集成探测器(EID)之间的颅骨计算机断层扫描(CT)成像质量和辐射剂量的客观比较。我们回顾性分析了76例患者的158例CT扫描,在同一个体上使用两种检测器类型以确保一致的比较。我们的分析集中在计算机断层扫描剂量指数和剂量长度乘积以及脑灰质和白质的对比度噪声比和信噪比上。我们利用标准化的成像协议和一致的患者定位来最小化变量。PCCT显示出更高的图像质量和更低的辐射剂量的潜力,正如这项研究所强调的那样,从而在减少辐射暴露的情况下实现诊断清晰度,强调其在病人护理中的重要性,特别是对于需要多次扫描的患者。结果表明,虽然这两个系统都是有效的,PCCT在神经放射学评估中提供了增强的成像和患者安全性。
    This study provides an objective comparison of cranial computed tomography (CT) imaging quality and radiation dose between photon counting detectors (PCCTs) and energy-integrated detectors (EIDs). We retrospectively analyzed 158 CT scans from 76 patients, employing both detector types on the same individuals to ensure a consistent comparison. Our analysis focused on the Computed Tomography Dose Index and the Dose-Length Product together with the contrast-to-noise ratio and the signal-to-noise ratio for brain gray and white matter. We utilized standardized imaging protocols and consistent patient positioning to minimize variables. PCCT showed a potential for higher image quality and lower radiation doses, as highlighted by this study, thus achieving diagnostic clarity with reduced radiation exposure, underlining its significance in patient care, particularly for patients requiring multiple scans. The results demonstrated that while both systems were effective, PCCT offered enhanced imaging and patient safety in neuroradiological evaluations.
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  • 文章类型: Journal Article
    这项研究介绍了创新医疗技术的应用,具有新型探测器的光子计数计算机断层摄影(PCCT),用于评估分流阀。PCCT技术提供了增强的可视化功能,特别是对于小型结构,并为详细的三维成像开辟了新的可能性。分流瓣膜植入皮下并改变多余脑脊液的方向,例如,通过导管进入腹腔.它们在调节各种病理的脑脊液引流中起着至关重要的作用,会导致脑积水.分流阀的准确成像对于评估引流率至关重要,因为它们的精确调整是最佳患者护理的要求。这项研究集中在两个可调分流阀,proGAV2.0®和M.blue®(由Miethke制造,波茨坦,德国)。对PCCT和传统X射线技术进行了全面的比较分析,以探索这种尖端技术,并证明常规PCCT可以有效地评估分流阀的调整。该技术有望增强在已经频繁需要头部扫描的环境中使用的分流阀的准确管理,例如在脑积水的治疗中。
    This study introduces an application of innovative medical technology, Photon Counting Computer Tomography (PC CT) with novel detectors, for the assessment of shunt valves. PC CT technology offers enhanced visualization capabilities, especially for small structures, and opens up new possibilities for detailed three-dimensional imaging. Shunt valves are implanted under the skin and redirect excess cerebrospinal fluid, for example, to the abdominal cavity through a catheter. They play a vital role in regulating cerebrospinal fluid drainage in various pathologies, which can lead to hydrocephalus. Accurate imaging of shunt valves is essential to assess the rate of drainage, as their precise adjustment is a requirement for optimal patient care. This study focused on two adjustable shunt valves, the proGAV 2.0® and M. blue® (manufactured by Miethke, Potsdam, Germany). A comprehensive comparative analysis of PC CT and traditional X-ray techniques was conducted to explore this cutting-edge technology and it demonstrated that routine PC CT can efficiently assess shunt valves\' adjustments. This technology shows promise in enhancing the accurate management of shunt valves used in settings where head scans are already frequently required, such as in the treatment of hydrocephalus.
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  • 文章类型: Journal Article
    网状板的详细可视化由于其复杂的结构而具有挑战性。这项研究调查了与传统上使用的能量集成检测器相比,具有新型光子计数(PC)检测器的计算机断层扫描(CT)如何增强筛板的可视化。共有40例患者被纳入回顾性分析,其中一半人接受了电脑CT(NaeotomAlphaSiemensHealthineers,Forchheim,德国),另一半使用能量集成探测器(SomatomSensation64,西门子,Forchheim,德国),其中用颞骨方案可视化了筛板。两组扫描均评估信噪比,辐射剂量,整个扫描的成像质量,and,分开,筛板和体积渲染重建的清晰度。两名独立观察者使用李克特量表进行了定性分析。结果一致证明,用PCCT扫描仪对筛板进行了出色的成像,超越传统技术。PCCT提供的可视化允许在多平面重建和体积渲染成像时对筛板进行精确的解剖评估,并减少了辐射剂量(每片约50%)和更高的信噪比(约75%)。总之,光子计数技术为成年患者提供了更好的筛板成像的可能性。这种增强的成像可用于颅底相关病变,比如脑脊液漏,更可靠地可视化它们以进行精确治疗。
    Detailed visualization of the cribriform plate is challenging due to its intricate structure. This study investigates how computed tomography (CT) with a novel photon counting (PC) detector enhance cribriform plate visualization compared to traditionally used energy-integrated detectors in patients. A total of 40 patients were included in a retrospective analysis, with half of them undergoing PC CT (Naeotom Alpha Siemens Healthineers, Forchheim, Germany) and the other half undergoing CT scans using an energy-integrated detector (Somatom Sensation 64, Siemens, Forchheim, Germany) in which the cribriform plate was visualized with a temporal bone protocol. Both groups of scans were evaluated for signal-to-noise ratio, radiation dose, the imaging quality of the whole scan overall, and, separately, the cribriform plate and the clarity of volume rendering reconstructions. Two independent observers conducted a qualitative analysis using a Likert scale. The results consistently demonstrated excellent imaging of the cribriform plate with the PC CT scanner, surpassing traditional technology. The visualization provided by PC CT allowed for precise anatomical assessment of the cribriform plate on multiplanar reconstructions and volume rendering imaging with reduced radiation dose (by approximately 50% per slice) and higher signal-to-noise ratio (by approximately 75%). In conclusion, photon-counting technology provides the possibility of better imaging of the cribriform plate in adult patients. This enhanced imaging could be utilized in skull base-associated pathologies, such as cerebrospinal fluid leaks, to visualize them more reliably for precise treatment.
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  • 文章类型: Journal Article
    背景:煤中的脉石含量严重影响其燃烧产生的热值。在实际应用中,煤中的煤矸石需要完全分离。伪双能X射线法的分选精度不高。
    目的:本研究旨在提出一种基于CdZnTe光子计数探测器的新型多维煤矸石X射线分选算法,以解决X射线对煤矸石分选的问题。
    方法:此完整算法包括五个步骤:(1)首选能量箱,(2)透光率排序,(3)一维R值排序,(4)二维R值排序,和(5)三维R值排序。每一步的输出范围由来自65组煤和煤矸石的先验信息确定。另外使用110组煤和煤矸石进行实验以验证算法的准确性。
    结果:与伪双能方法的60%排序精度相比,新算法的排序准确率达到99%。
    结论:研究结果证明了这种新算法的优越性及其在实际应用中的可行性。这种新颖的算法可以指导基于光子计数探测器的其他两种物质X射线分选应用。
    UNASSIGNED: The gangue content in coal seriously affects the calorific value produced by its combustion. In practical applications, gangue in coal needs to be completely separated. The pseudo-dual-energy X-ray method does not have high sorting accuracy.
    UNASSIGNED: This study aims to propose a novel multi-dimensional coal and gangue X-ray sorting algorithm based on CdZnTe photon counting detectors to solve the problem of coal and gangue sorting by X-ray.
    UNASSIGNED: This complete algorithm includes five steps: (1) Preferred energy bins, (2) transmittance sorting, (3) one-dimensional R-value sorting, (4) two-dimensional R-value sorting, and (5) three-dimensional R-value sorting. The output range of each step is determined by prior information from 65 groups of coal and gangue. An additional 110 groups of coal and gangue are employed experimentally to validate the algorithm\'s accuracy.
    UNASSIGNED: Compared with the 60% sorting accuracy of the Pseudo-dual-energy method, the new algorithm reached a sorting accuracy of 99%.
    UNASSIGNED: Study results demonstrate the superiority of this novel algorithm and its feasibility in practical applications. This novel algorithm can guide other two-substance X-ray sorting applications based on photon counting detectors.
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  • 文章类型: Journal Article
    我们提出了一种用于设计单光子探测阵列的新颖架构,该阵列可从场景中捕获相对强度或时序信息,而不是绝对的。所提出的用于捕获像素或像素组之间的相对信息的方法需要非常少的电路。并且因此允许比每像素TDC方法可能的显著更高的像素填充因子。差分测量的固有压缩性质也降低了数据吞吐量,并有助于压缩感测的物理实现。比如Haar小波。我们演示了这种用于HDR成像和激光雷达的技术,并描述未来可能的应用。
    We present a novel architecture for the design of single-photon detecting arrays that captures relative intensity or timing information from a scene, rather than absolute. The proposed method for capturing relative information between pixels or groups of pixels requires very little circuitry, and thus allows for a significantly higher pixel packing factor than is possible with per-pixel TDC approaches. The inherently compressive nature of the differential measurements also reduces data throughput and lends itself to physical implementations of compressed sensing, such as Haar wavelets. We demonstrate this technique for HDR imaging and LiDAR, and describe possible future applications.
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  • 文章类型: Journal Article
    背景:上半规管裂开(SSCD),覆盖SSC的骨缺损,与一系列前庭听觉症状有关。这项研究旨在将常规能量集成探测器(EID)计算机断层扫描(CT)与光子计数探测器(PCD)-CT在SSCD的检测中进行比较。
    方法:前瞻性招募纳入患者在EID-CT和PCD-CT扫描仪上接受颞骨CT检查。两名盲目的神经放射科医生对两组图像进行了1)SSCD的存在或不存在(根据存在进行分级,缺席,或不确定),和2)覆盖SSC的骨的宽度(如果存在)。存在或不存在SSCD的任何差异均以协商一致方式达成一致。
    结果:在这项研究中,对31名患者进行了评估,总共60个颞骨(2个被排除在外)。关于SSCD的存在或不存在,EID-CT和PCD-CT之间有很大的一致性(k=0.76;95%置信区间,CI0.54-0.97);然而,在PCD-CT上,SSCD仅存在于9(15.0%)颞骨中,而EID-CT检查在14(23.3%)颞骨中被解释为阳性。这在EID-CT上产生了8.3%的假阳性率。覆盖SSC的骨在EID-CT图像上(0.66mm;SD=0.64)比在PCD-CT图像上(0.72mm;SD=0.66)更薄(p<0.001)。
    结论:与PCD-CT相比,EID-CT检查倾向于高估SSCD的存在,并且还低估了覆盖SSC的骨厚度。
    BACKGROUND: Superior semicircular canal dehiscence (SSCD), an osseous defect overlying the SSC, is associated with a constellation of audiovestibular symptoms. This study sought to compare conventional energy-integrated detector (EID) computed tomography (CT) to photon-counting detector (PCD)-CT in the detection of SSCD.
    METHODS: Included patients were prospectively recruited to undergo a temporal bone CT on both EID-CT and PCD-CT scanners. Two blinded neuroradiologists reviewed both sets of images for 1) the presence or absence of SSCD (graded as present, absent, or indeterminate), and 2) the width of the bone overlying the SSC (if present). Any discrepancies in the presence or absence of SSCD were agreed upon by consensus.
    RESULTS: In the study 31 patients were evaluated, for a total of 60 individual temporal bones (2 were excluded). Regarding SSCD presence or absence, there was substantial agreement between EID-CT and PCD-CT (k = 0.76; 95% confidence interval, CI 0.54-0.97); however, SSCD was present in only 9 (15.0%) temporal bones on PCD-CT, while EID-CT examinations were interpreted as being positive in 14 (23.3%) temporal bones. This yielded a false positive rate of 8.3% on EID-CT. The bone overlying the SSC was thinner on EID-CT images (0.66 mm; SD = 0.64) than on PCD-CT images (0.72 mm; SD = 0.66) (p < 0.001).
    CONCLUSIONS: The EID-CT examinations tend to overcall the presence of SSCD compared to PCD-CT and also underestimate the thickness of bone overlying the SSC.
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  • 文章类型: Journal Article
    背景:直接转换X射线光子计数探测器(PCD)在未来的医学成像设备(例如计算机断层扫描(CT)扫描仪)中起着至关重要的作用。PCD有望在几个方面改进当前的CT技术,如决议,剂量利用,和光谱性能。然而,它们不容易改善对物体散射的处理,CT技术中图像伪影的主要来源之一。
    目的:我们探索了一种潜在的方法,用于使用X射线成像系统中使用的相同PCD阵列获得原位物体散射估计,比如计算机断层扫描。使用PCD的这种意想不到的益处具有通过向图像重建中使用的散射估计和校正算法提供更好的输入来改善图像质量的潜力。
    方法:在CT扫描仪中,用于拒绝源自扫描对象的散射信号的主要方法依赖于将抗散射栅格(ASG)放置在靠近检测器平面的位置。当转换到使用PCD而不是CT中的能量积分检测器时,情况仍然如此。然而,PCD和ASG的组合打开了使用PCD的一些独特属性的可能性,即,获得非常低的噪声和符合性计数器,除了衰减数据,到达每个检测器元件的散射信号的同时和瞬时估计。当在ASG和检测器表面之间引入小气隙时,具有大角度分布的散射辐射具有更大的概率产生可以被符合计数器检测到的电荷共享事件。在这项工作中,我们证明了这种方法在桌面实验中的可行性,使用缺乏巧合计数能力的PCD检测器,相反,我们使用分裂电荷事件的光谱特征作为巧合计数的代理。为此,我们首先使用相同的实验设置演示ASG未对准的频谱影响。此外,我们从狭窄的水柱中进行了单独的桌面散射实验,这证明了PCD的低噪声功能的另一种潜在用途。
    结果:我们在PCD探测器像素阵列上测量并量化了光谱响应对ASG对准的高灵敏度,我们发现,当ASG对准不良时,60keV光子的能量配准不良的可能性可以增加3倍。然后,我们利用这些结果来估算宽范围的散射与初级(SPR)比率的重合计数的预期增加,并从系统的几何建模中找到与预期的良好匹配。其中预期的巧合增加是SPR的数量级。最后,低噪声探测器还允许我们测量与水的相干分子形状因子相关的真实空间散射信号,揭示具有能量相关分布的环形散射信号,该分布通过计算很好地捕获。
    结论:PCD探测器的出现及其在商用CT扫描仪中的应用为以意想不到的方式利用PCD探测器开辟了新的令人兴奋的可能性。在这个概念验证研究中,我们展示了如何共享电荷,光谱信息退化效应,可以改为用于获得原位散射估计。我们还证明了PCD能够使用负担得起的台式设备进行极其灵敏的测量,以进行通常为同步加速器设施保留的调查。
    BACKGROUND: Direct conversion x-ray Photon Counting Detectors (PCD) are posed to play a vital role in future medical imaging devices such as Computed Tomography (CT) scanners. PCD are expected to improve current CT technology on several fronts, such as resolution, dose utilization, and spectral performance. However, they are not readily expected to improve the handling of object scatter, one of the major sources of image artifacts in CT technology.
    OBJECTIVE: We explore a potential method for obtaining in-situ object scatter estimation using the same PCD array used in the x-ray imaging system, such as in computed tomography. This unexpected benefit of using PCD has the potential to improve the image quality by providing better input into the scatter estimation and correction algorithms used in image reconstruction.
    METHODS: In CT scanners the primary method for rejecting scatter signal originating from the scanned object relies on placing anti-scatter grids (ASG) close to the detector plane. This remains the case when transitioning to using PCD instead of energy integration detectors in CT. However, the combination of PCD and ASG opens a possibility to use some of the unique properties of PCD, namely, very low noise and coincidence counters to obtain, in addition to the attenuation data, a simultaneous and instantaneous estimate of the scatter signal reaching every detector element. When a small air gap is introduced between the ASG and the detector surface, the scatter radiation with large angular distribution has a greater probability of producing charge sharing events that can be detected by a coincidence counter. In this work we demonstrate the feasibility of such an approach in a tabletop experiment using PCD detector that lacks coincidence counting capability, instead we use the spectral signature of split charge events as proxy to coincidence counting. For this purpose, we first demonstrate the spectral impact of ASG misalignment using the same experimental setup. In addition, we perform a separate tabletop scattering experiment from a narrow column of water that demonstrates another potential use of the low noise capabilities of PCDs.
    RESULTS: We measured and quantified the high sensitivity of the spectral response to ASG alignment on the PCD detector pixel array, we found that the probability of energy misregistration of 60 keV photons can increase by up to a factor of 3 when the ASG is poorly aligned. We then leveraged these results to obtain an estimate on the expected increase in coincidence counts for a wide range of scatter-to-primary (SPR) ratio and find a good match with expectations from a geometric modeling of the system, where the expected increase in coincidences was of the order of the SPR. Finally, the low noise detector also allowed us to measure the real space scatter signal associated with the coherent molecular form factor of water, revealing the ring-shaped scatter signal with an energy dependent distribution that was well captured by calculation.
    CONCLUSIONS: The advent of PCD detectors and their imminent use in commercial CT scanners opens new and exciting possibilities for utilizing PCD detectors in unexpected ways. In this proof-of-concept study, we showed how charge sharing, a spectral information degrading effect, can instead be used to obtain in-situ scatter estimation. We also demonstrated the PCD ability to perform extremely sensitive measurements using affordable benchtop setup for investigations normally reserved for synchrotron facilities.
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  • 文章类型: Journal Article
    背景:具有光子计数X射线探测器(PCD)的对比增强光谱乳房X线照相术(CESM)可用于改善乳腺癌的良性或恶性分类。市售的基于PCD的乳房X线照相术系统使用基于硅的PCD。碲镉(CdTe)PCD可以提供优于基于硅的PCD的实际优势,因为它们可以被实现为更容易适应现有乳房X线照相术系统的大面积检测器。
    目的:这项工作的目的是优化使用CdTePCD实施的CESM,并研究能量仓数量的影响,电子噪声级,像素大小,和阳极材料对图像质量的影响。
    方法:我们开发了与能量仓相关的调制传递函数(MTF)和噪声功率谱的蒙特卡罗模型,包括空间能量噪声相关性。我们使用具有模拟电荷求和的CdTePCD验证了模型预测,以抑制电荷共享。利用理想观察者的可检测性,我们对CESM进行了优化,以检测乳腺腺体浓度为50%的直径为7毫米的碘结节.我们优化了管电压,光束过滤,以及50和100μm像素的能量阈值的位置,钨和钼阳极,和两个电子噪声水平。电子噪声水平之一是实验系统的电子噪声水平;另一个是实验系统的一半。对具有两个或三个能量箱的CdTePCD进行优化。我们还估计了由于背景实质增强引起的解剖噪声的影响,并计算了在存在量子和解剖噪声的情况下可检测的最小碘面积密度。
    结果:MTF和噪声功率谱的模型预测与实验吻合良好。对于优化的系统,与简单地抑制纤维腺体和脂肪组织之间的对比的两仓方法相比,增加第三能量仓增加了量子噪声水平,并降低了55%的可检测性。将电子噪声标准偏差从3.4keV降低到1.7keV,对于两箱成像和三箱成像,碘可检测性增加了5%和30%,分别。对管电压进行优化后,光束过滤,以及能量阈值的位置,对于两箱成像,钼和钨阳极之间的碘可检测性差异为3%,但是对于三箱成像,相对于钨阳极,钼阳极的可检测性提高了14%。解剖噪声使碘检测能力降低15%至40%,对更低的电子噪声设置和更大的像素尺寸具有更大的影响。
    结论:对于使用CdTePCD实施的CESM,(1)相对于简单地抑制纤维腺和脂肪组织之间的对比的两能量仓方法,使用三个能量仓的定量精确的三材料分解与量子噪声的大幅增加相关;(2)钨和钼阳极可以为两仓成像提供几乎相等的碘检测能力,但是钼为三箱成像提供了适度的可检测性优势,前提是所有其他技术参数都得到了优化;(3)由于电荷共享,将像素尺寸从100μm减小到50μm可以将可检测性降低多达20%;(4)由于背景实质增强导致的解剖噪声估计对病变的可见度有重大影响,将可检测性降低约30%。
    BACKGROUND: Contrast-enhanced spectral mammography (CESM) with photon-counting x-ray detectors (PCDs) can be used to improve the classification of breast cancers as benign or malignant. Commercially-available PCD-based mammography systems use silicon-based PCDs. Cadmium-telluride (CdTe) PCDs may provide a practical advantage over silicon-based PCDs because they can be implemented as large-area detectors that are more easily adaptable to existing mammography systems.
    OBJECTIVE: The purpose of this work is to optimize CESM implemented with CdTe PCDs and to investigate the influence of the number of energy bins, electronic noise level, pixel size, and anode material on image quality.
    METHODS: We developed a Monte Carlo model of the energy-bin-dependent modulation transfer functions (MTFs) and noise power spectra, including spatioenergetic noise correlations. We validated model predictions using a CdTe PCD with analog charge summing for charge-sharing suppression. Using the ideal-observer detectability, we optimized CESM for the task of detecting a 7-mm-diameter iodine nodule embedded in a breast with 50% glandularity. We optimized the tube voltage, beam filtration, and the location of energy thresholds for 50 and 100- μ $\\mu$ m pixels, tungsten and molybdenum anodes, and two electronic noise levels. One of the electronic noise levels was that of the experimental system; the other was half that of the experimental system. Optimization was performed for CdTe PCDs with two or three energy bins. We also estimated the impact of anatomic noise due to background parenchymal enhancement and computed the minimum detectable iodine area density in the presence of quantum and anatomic noise.
    RESULTS: Model predictions of the MTFs and noise power spectra agreed well with experiment. For optimized systems, adding a third energy bin increased quantum noise levels and reduced detectability by ∼55% compared to two-bin approaches that simply suppress contrast between fibroglandular and adipose tissue. Decreasing the electronic noise standard deviation from 3.4 to 1.7 keV increased iodine detectability by ∼5% and ∼30% for two-bin imaging and three-bin imaging, respectively. After optimizing for tube voltage, beam filtration, and the location of energy thresholds, there was ∼a 3% difference in iodine detectability between molybdenum and tungsten anodes for two-bin imaging, but for three-bin imaging, molybdenum anodes provided up to 14% increase in detectability relative to tungsten anodes. Anatomic noise decreased iodine detectability by 15% to 40%, with greater impact for lower electronic noise settings and larger pixel sizes.
    CONCLUSIONS: For CESM implemented with CdTe PCDs, (1) quantitatively-accurate three-material decompositions using three energy bins are associated with substantial increases in quantum noise relative to two-energy-bin approaches that simply suppress contrast between fibroglandular and adipose tissues; (2) tungsten and molybdenum anodes can provide nearly equal iodine detectability for two-bin imaging, but molybdenum provides a modest detectability advantage for three-bin imaging provided that all other technique parameters are optimized; (3) reducing pixel sizes from 100 to 50  μ $\\mu$ m can reduce detectability by up to 20% due to charge sharing; (4) anatomic noise due to background parenchymal enhancement is estimated to have a substantial impact on lesion visibility, reducing detectability by approximately 30%.
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