James A. Pollock, Kaye Morgan, Linda C. P. Croton, Emily J. Pryor, Kelly J. Crossley, Christopher J. Hall, Daniel Hausermann, Anton Maksimenko, Stuart B. Hooper, Marcus J. Kitchen
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Herein, propagation-based phase contrast CT is demonstrated for\nlarge animals, namely lambs, as a model for paediatric patients, using\nmonochromatic radiation and a photon-counting detector at the Imaging and\nMedical Beamline of the Australian Synchrotron. Image quality, normalised\nagainst radiation dose, was optimised as a function of the beam energy and\npropagation distance, with the optimal conditions used to test the available\nimage quality at very low radiation dose. Noise-limited spatial resolution was\nmeasured using Fourier ring correlation, and dosimetry was performed through\nMonte Carlo simulation calibrated against air kerma. The resulting CT images\ndemonstrate superior resolution to existing high-resolution CT systems, pushing\ndose to the quantum limit to comply with current Australian guidelines for\ninfant chest CT exposure (<2.5 mSv effective dose). Constituent raw projections\nare shown to have significant proportions of pixels with zero photon counts\nthat would create severe information loss in conventional CT, which was\nprevented through phase retrieval.","PeriodicalId":501378,"journal":{"name":"arXiv - PHYS - Medical Physics","volume":"41 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Low-dose, high-resolution CT of infant-sized lungs via propagation-based phase contrast\",\"authors\":\"James A. Pollock, Kaye Morgan, Linda C. P. Croton, Emily J. Pryor, Kelly J. Crossley, Christopher J. Hall, Daniel Hausermann, Anton Maksimenko, Stuart B. Hooper, Marcus J. Kitchen\",\"doi\":\"arxiv-2407.06527\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Many lung diseases and abnormalities require detailed visualisation of the\\nlungs for accurate diagnosis and treatment. 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引用次数: 0
摘要
许多肺部疾病和异常情况都需要对肺部进行详细观察,以便准确诊断和治疗。高分辨率计算机断层扫描(CT)是无创肺部疾病检测的黄金标准技术,但它所需的离子辐射剂量相对较高,对病人有一定风险。利用 X 射线相位信息可以在与目前临床成像相同或更低的辐射水平下提高图像分辨率。基于传播的相位对比成像只需对现有医疗系统进行最小限度的调整,并且由于肺-空气材料界面引入的强相位梯度,非常适合肺部成像。澳大利亚同步加速器成像和医疗光束线使用单色辐射和光子计数探测器,为大型动物(即羔羊)演示了基于传播的相衬 CT,并将其作为儿科患者的模型。作为光束能量和传播距离的函数,对图像质量(归一化为辐射剂量)进行了优化,最佳条件用于测试极低辐射剂量下的可用图像质量。使用傅立叶环相关测量了噪声限制的空间分辨率,并通过蒙特卡洛模拟(Monte Carlo simulation)进行了剂量测定,该模拟根据空气辐照度(air kerma)进行校准。结果显示,CT 图像的分辨率优于现有的高分辨率 CT 系统,剂量达到量子极限,符合澳大利亚现行的婴儿胸部 CT 暴露指南(有效剂量小于 2.5 mSv)。其原始投影图像中有很大一部分像素的光子计数为零,这在传统 CT 中会造成严重的信息丢失,而通过相位检索则可避免这种情况。
Low-dose, high-resolution CT of infant-sized lungs via propagation-based phase contrast
Many lung diseases and abnormalities require detailed visualisation of the
lungs for accurate diagnosis and treatment. High-resolution computed tomography
(CT) is the gold-standard technique for non-invasive lung disease detection,
but it presents a risk to the patient through the relatively high ionising
radiation dose required. Utilising the X-ray phase information may allow
improvements in image resolution at equal or lower radiation levels than
current clinical imaging. Propagation-based phase-contrast imaging requires
minimal adaption of existing medical systems, and is well suited to lung
imaging due to the strong phase gradients introduced by the lung-air material
interface. Herein, propagation-based phase contrast CT is demonstrated for
large animals, namely lambs, as a model for paediatric patients, using
monochromatic radiation and a photon-counting detector at the Imaging and
Medical Beamline of the Australian Synchrotron. Image quality, normalised
against radiation dose, was optimised as a function of the beam energy and
propagation distance, with the optimal conditions used to test the available
image quality at very low radiation dose. Noise-limited spatial resolution was
measured using Fourier ring correlation, and dosimetry was performed through
Monte Carlo simulation calibrated against air kerma. The resulting CT images
demonstrate superior resolution to existing high-resolution CT systems, pushing
dose to the quantum limit to comply with current Australian guidelines for
infant chest CT exposure (<2.5 mSv effective dose). Constituent raw projections
are shown to have significant proportions of pixels with zero photon counts
that would create severe information loss in conventional CT, which was
prevented through phase retrieval.