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An automated technique for estimating patient-specific regional imparted energy and dose in TCM CT exams

机译:用于估算患者特异性区域赋予能量和剂量的自动化技术在中医考试中

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Currently computed tomography (CT) dosimetry relies on CT dose index (CTDI) and size specific dose estimates (SSDE). Organ dose is a better metric of radiation burden. However, organ dose estimation requires precise knowledge of organ locations. Regional imparted energy and dose can also be used to quantity radiation burden. Estimating the imparted energy from CT exams is beneficial in that it does not require precise estimates of the organ size or location. This work investigated an automated technique for retrospectively estimating the imparted energy from chest and abdominopelvic tube current modulated (TCM) CT exams. Monte Carlo simulations of chest and abdominopelvic TCM CT examinations across various tube potentials and TCM strengths were performed on 58 adult computational extended cardiac-torso (XCAT) phantoms to develop relationships between scanned mass and imparted energy normalized by dose length product (DLP). An automated algorithm for calculating the scanned patient volume was further developed using an open source mesh generation toolbox. The scanned patient volume was then used to estimate the scanned mass accounting for diverse density within the scan region. The scanned mass and DLP from the exam were used to estimate the imparted energy to the patient using the knowledgebase developed from the Monte Carlo simulations. Patient-specific imparted energy estimates were made from 20 chest and 20 abdominopelvic clinical CT exams. The average imparted energy was 274 ± 141 mJ and 681 ± 376 mJ for the chest and abdominopelvic exams, respectively. This method can be used to estimate the regional imparted energy and/or regional dose in chest and abdominopelvic TCM CT exams across clinical operations.
机译:目前计算机断层扫描(CT)剂量依次依赖于CT剂量指数(CTDI)和尺寸特异性剂量估计(SSDE)。器官剂量是辐射负担的更好度量。然而,器官剂量估计需要确切地了解器官位置。区域赋予能量和剂量也可用于数量辐射负担。从CT考试中估算赋予的能量有益,因为它不需要精确估计器官尺寸或位置。这项工作研究了一种自动化技术,用于回顾性地从胸部和腹腔盆管电流调节(TCM)CT考试的赋予能量。在58个成人计算扩展心脏躯干(XCAT)幽灵上进行各种管电位和TCM强度的胸部和腹腔盆中的CT考试,以在扫描质量和赋予剂量长度产品(DLP)赋予赋予能量的关系。使用开源网格生成工具箱进一步开发了一种用于计算扫描患者体积的自动化算法。然后使用扫描的患者体积来估计扫描区域内具有不同密度的扫描质量算法。考试中的扫描质量和DLP用于使用从蒙特卡罗模拟中开发的知识库估计患者的赋予能量。患者特异性赋予的能量估计是由20胸和20个腹部肝癌CT考试制成的。平均赋予的能量分别为274±141 MJ,分别为胸部和腹部鞘膜检查的681±376 MJ。该方法可用于估计胸部和腹腔内患者的区域赋予能量和/或区域剂量,横跨临床操作。

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