Phantoms

幻影
  • 文章类型: Journal Article
    基于琼脂的体模在高强度聚焦超声(HIFU)研究中很受欢迎,优选使用磁共振成像(MRI)作为指导,因为它通过质子共振频率(PRF)移位磁共振(MR)测温法提供温度监测。MR测温监测取决于几个因素,因此,在这里,估计了琼脂体模的PRF系数。
    用不同的琼脂(2、4或6%w/v)或恒定琼脂(6%w/v)和不同的二氧化硅浓度(2、4、6或8%w/v)开发了七个体模,以评估浓度对PRF系数的影响。在实验室环境和3TMRI扫描仪内,使用不同的声功率对每个体模进行了30s的超声处理。通过使用梯度序列获得的相移和基于热电偶的温度变化之间的线性趋势来估计PRF系数。
    线性回归(R2=0.9707-0.9991)证明了相移随温度变化的比例依赖性,对于各种体模配方,导致PRF系数在-0.00336±0.00029和-0.00934±0.00050ppm/°C之间。随着琼脂的增加,观察到PRF系数的线性负相关。使用二氧化硅浓度,负线性相关较强。对于所有的幻影,与使用文献PRF系数计算的值相比,校准的PRF系数导致温度变化高1.01-3.01倍。
    用6%w/v琼脂浓度和0%-8%w/v二氧化硅掺杂开发的幻影最类似于组织PRF系数,应在HIFU研究中首选。估计的PRF系数可以导致增强的MR测温监测和HIFU协议的评估。
    UNASSIGNED: Agar-based phantoms are popular in high intensity focused ultrasound (HIFU) studies, with magnetic resonance imaging (MRI) preferred for guidance since it provides temperature monitoring by proton resonance frequency (PRF) shift magnetic resonance (MR) thermometry. MR thermometry monitoring depends on several factors, thus, herein, the PRF coefficient of agar phantoms was estimated.
    UNASSIGNED: Seven phantoms were developed with varied agar (2, 4, or 6% w/v) or constant agar (6% w/v) and varied silica concentrations (2, 4, 6, or 8% w/v) to assess the effect of the concentration on the PRF coefficient. Each phantom was sonicated using varied acoustical power for a 30 s duration in both a laboratory setting and inside a 3T MRI scanner. PRF coefficients were estimated through linear trends between phase shift acquired using gradient sequences and thermocouple-based temperatures changes.
    UNASSIGNED: Linear regression (R 2 = 0.9707-0.9991) demonstrated a proportional dependency of phase shift with temperature change, resulting in PRF coefficients between -0.00336 ± 0.00029 and -0.00934 ± 0.00050 ppm/°C for the various phantom recipes. Weak negative linear correlations of the PRF coefficient were observed with increased agar. With silica concentrations, the negative linear correlation was strong. For all phantoms, calibrated PRF coefficients resulted in 1.01-3.01-fold higher temperature changes compared to the values calculated using a literature PRF coefficient.
    UNASSIGNED: Phantoms developed with a 6% w/v agar concentration and doped with 0%-8% w/v silica best resemble tissue PRF coefficients and should be preferred in HIFU studies. The estimated PRF coefficients can result in enhanced MR thermometry monitoring and evaluation of HIFU protocols.
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  • 文章类型: Journal Article
    背景:3D打印机在快速原型制作中获得了突出的地位,并且可以创建尺寸精确的物体,这些物体在磁共振成像(MRI)环境中既安全又在MRI扫描中可见。使用3D打印制作MRI可见物体时的一个挑战是硬塑料在标准MRI扫描中是不可见的,而液体不是。所以通常情况下,将打印中空物体并填充在MRI扫描中可见的液体。然而,这提出了工程挑战,因为使用传统的熔融沉积建模(FDM)3D打印技术创建的对象容易泄漏。数字光处理(DLP)是一种使用紫外线硬化树脂的相对现代且经济实惠的3D打印技术,能够创造出固有的液体密封的物体。使用DLP打印机打印空心零件时,通常需要添加排水孔以使未固化的液体树脂在打印过程中逸出。如果不这样做,液体树脂将留在物体内部,在我们的应用中是期望的结果。
    目的:我们设计了一种使用DLP技术制造固有的MRI可见附件的方法,该附件具有低尺寸公差,以促进MRI引导的乳腺活检。
    方法:通过在不增加排水孔的情况下将物体挖空,并调整z提升距离等印刷参数,以通过表面张力在内部保留尽可能多的未固化液体树脂,可以创建在MRI扫描中固有可见的对象,而无需进一步的后处理处理。
    结果:通过我们的方法创建的对象是简单且廉价的重新创建,有最少的制造步骤,并且显示出尺寸精确且固有的MRI可见,无需进一步治疗即可直接用于各种应用。
    结论:我们提出的制造物体的方法本质上既是MRI安全的,MRI可见。拟议的过程很简单,不需要DLP3D打印机以外的其他材料和工具。只有便宜的DLP3D打印机套件和基本的清洁和卫生材料在医院找到,我们已经通过成功创建一个包含空间容差低的精细结构的物体来证明我们的方法的可行性,该物体用于MRI引导的乳腺活检.
    BACKGROUND: 3D printers have gained prominence in rapid prototyping and viable in creating dimensionally accurate objects that are both safe within a Magnetic Resonance Imaging (MRI) environment and visible in MRI scans. A challenge when making MRI-visible objects using 3D printing is that hard plastics are invisible in standard MRI scans, while fluids are not. So typically, a hollow object will be printed and filled with a liquid that will be visible in MRI scans. This poses an engineering challenge however since objects created using traditional Fused Deposition Modeling (FDM) 3D-printing techniques are prone to leakage. Digital Light Processing (DLP) is a relatively modern and affordable 3D-printing technique using UV-hardened resin, capable of creating objects that are inherently liquid-tight. When printing hollow parts using DLP printers, one typically requires adding drainage holes for uncured liquid resin to escape during the printing process. If this is not done liquid resin will remain inside the object, which in our application is the desired outcome.
    OBJECTIVE: We devised a method to produce an inherently MRI-visible accessory using DLP technology with low dimensional tolerance to facilitate MRI-guided breast biopsies.
    METHODS: By hollowing out the object without adding drainage holes and tuning printing parameters such as z-lift distance to retain as much uncured liquid resin inside as possible through surface tension, objects that are inherently visible in MRI scans can be created without further post-processing treatment.
    RESULTS: Objects created through our method are simple and inexpensive to recreate, have minimal manufacturing steps, and are shown to be dimensionally exact and inherently MRI visible to be directly used in various applications without further treatment.
    CONCLUSIONS: Our proposed method of manufacturing objects that are inherently both MRI safe, and MRI visible. The proposed process is simple and does not require additional materials and tools beyond a DLP 3D-printer. With only an inexpensive DLP 3D-printer kit and basic cleaning and sanitation materials found in the hospital, we have demonstrated the viability of our process by successfully creating an object containing fine structures with low spatial tolerances used for MRI-guided breast biopsies.
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  • 文章类型: Journal Article
    解剖模型在放射治疗中具有重要的应用,特别是帮助理解辐射剂量和副作用风险之间的关系。这篇综述分析了特定年龄的计算体模,根据健康受试者和儿科癌症患者的数据,足以为儿科人群建模。研究中使用的体模是国际放射防护委员会(ICRP),4D延长心脏躯干(XCAT)和放射治疗儿科地图集(RT-PAL),这些数据也与文献数据进行了比较。收集所有幻像和文献的19个器官的器官体积数据。ICRP被视为比较的参考,和百分比差异(P.D)对于其他体模是相对于ICRP计算的。对每个年龄类别(1、5、10、15)和每个器官进行了总体比较。使用MicrosoftExcel(版本16.59)进行统计学分析。ICRP最小的P.D是文学(-17.4%),紧随其后的是XCAT(26.6%)。最大的是RT-PAL(88.1%)。直肠平均P.D最大(1049.2%),大肠最小(2.0%)。1岁时P.D为122.6%,但到15岁时下降到43.5%。线性回归分析表明,ICRP的器官体积与年龄之间的相关性最强(R2=0.943),XCAT的相关性最弱(R2=0.676)。幻影与ICRP足够相似,可用于对儿科人群进行建模。ICRP和XCAT可以用来模拟健康人群,而RT-PAL可用于接受放疗/放疗后的人群。
    Anatomical models have key applications in radiotherapy, notably to help understand the relationship between radiation dose and risk of developing side effects. This review analyses whether age-specific computational phantoms, developed from healthy subjects and paediatric cancer patient data, are adequate to model a paediatric population. The phantoms used in the study were International Commission on Radiological Protection (ICRP), 4D extended cardiac torso (XCAT) and Radiotherapy Paediatric Atlas (RT-PAL), which were also compared to literature data. Organ volume data for 19 organs was collected for all phantoms and literature. ICRP was treated as the reference for comparison, and percentage difference (P.D) for the other phantoms were calculated relative to ICRP. Overall comparisons were made for each age category (1, 5, 10, 15) and each organ. Statistical analysis was performed using Microsoft Excel (version 16.59). The smallest P.D to ICRP was for Literature (-17.4%), closely followed by XCAT (26.6%). The largest was for RT-PAL (88.1%). The rectum had the largest average P.D (1,049.2%) and the large bowel had the smallest (2.0%). The P.D was 122.6% at age 1 but this decreased to 43.5% by age 15. Linear regression analysis showed a correlation between organ volume and age to be the strongest for ICRP (R2 = 0.943) and weakest for XCAT (R2 = 0.676). The phantoms are similar enough to ICRP for potential use in modelling paediatric populations. ICRP and XCAT could be used to model a healthy population, whereas RT-PAL could be used for a population undergoing/after radiotherapy.
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  • 文章类型: Journal Article
    目的:准确模拟人体组织对于诊断成像的进步至关重要,特别是在剂量学和图像质量评估领域。开发具有类似于人体组织的放射学特性的组织等效材料(TEM)对于确保成像研究的可靠性和相关性至关重要。这项研究提出了数学模型和新工具包(TEMPy)的开发,以获得模仿人体组织放射学特征的最佳材料成分。描述了模型和工具包,方法:该方法包括拟合TEM成分的体积分数,以确定其线性衰减系数尽可能接近参考材料的线性衰减系数。拟合过程采用了包含权函数的改进的最小二乘法。该函数反映了X射线光谱在感兴趣的合适能量范围内的贡献。TEMPy也可用于估计所得TEM的有效原子序数和电子密度。
主要结果:使用TEMPy获得了相当于水和软组织的材料的化学成分,在X射线成像中使用的能量范围(10-150keV)和乳腺组织使用的能量范围(5-40keV)。在所考虑的能量范围内,开发材料和参考材料的线性衰减系数之间的最大相对差异为±5%。
意义:TEMPy有助于组织等效材料的配方,其放射学特性与真实组织的放射学特性非常相似,帮助准备各种应用的物理拟人化或几何体模。该工具包免费提供给感兴趣的读者。 .
    Objective.Accurate simulation of human tissues is imperative for advancements in diagnostic imaging, particularly in the fields of dosimetry and image quality evaluation. Developing Tissue Equivalent Materials (TEMs) with radiological characteristics akin to those of human tissues is essential for ensuring the reliability and relevance of imaging studies. This study presents the development of a mathematical model and a new toolkit (TEMPy) for obtaining the best composition of materials that mimic the radiological characteristics of human tissues. The model and the toolkit are described, along with an example showcasing its application to obtain desired TEMs.Approach.The methodology consisted of fitting volume fractions of the components of TEM in order to determine its linear attenuation coefficient as close as possible to the linear attenuation coefficient of the reference material. The fitting procedure adopted a modified Least Square Method including a weight function. This function reflects the contribution of the x-ray spectra in the suitable energy range of interest. TEMPy can also be used to estimate the effective atomic number and electron density of the resulting TEM.Main results.TEMPy was used to obtain the chemical composition of materials equivalent to water and soft tissue, in the energy range used in x-ray imaging (10 -150 keV) and for breast tissue using the energy range (5-40 keV). The maximum relative difference between the linear attenuation coefficients of the developed and reference materials was ±5% in the considered energy ranges.Significance.TEMPy facilitates the formulation of TEMs with radiological properties closely mimicking those of real tissues, aiding in the preparation of physical anthropomorphic or geometric phantoms for various applications. The toolkit is freely available to interested readers.
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  • 文章类型: Journal Article
    目前,脑铁含量为了解导致帕金森病(PD)的病理生理学机制提供了新的神经标记。通过重建使用定量磁化率映射(QSM)获得的磁化率图,可以对生物铁进行体内定量。应用QSM具有挑战性,到现在为止,从引用的研究中没有出现采集协议和相位图像处理的标准化。我们的目标是比较从文献中的算法构建的10个QSM管道的准确性和灵敏度,应用于幻影数据和大脑数据。两个幻影,具有已知的磁化率范围,由钆螯合物的几种溶液产生。包括来自两个年龄组的20名健康志愿者。在1.5和3T时获取幻影和大脑数据,分别。使用3D多梯度召回回波序列获得磁化率加权图像。对于大脑数据,还获取了3D解剖T1和T2加权图像以分割感兴趣的深灰色核。关于体外数据,计算了磁化率对钆浓度的线性依赖性以及与理论期望值的偏差。对于大脑数据,将QSM管道的准确性和灵敏度与文献中的结果进行了比较,并评估了预期的磁化率随年龄的增加,分别。使用非参数Mann-WhitneyU检验比较了两个年龄组之间深灰色核的磁化率定量。我们的方法能够量化人脑的磁化率,结果与文献一致。在所有感兴趣的大脑区域中,两个年龄组之间获得了统计学上的显着差异。我们的结果表明,根据应用和目标磁化率范围优化QSM管道的重要性,实现准确量化。我们能够为PD患者的未来应用定义最佳的QSM管道。
    Currently, brain iron content represents a new neuromarker for understanding the physiopathological mechanisms leading to Parkinson\'s disease (PD). In vivo quantification of biological iron is possible by reconstructing magnetic susceptibility maps obtained using quantitative susceptibility mapping (QSM). Applying QSM is challenging, as up to now, no standardization of acquisition protocols and phase image processing has emerged from referenced studies. Our objectives were to compare the accuracy and the sensitivity of 10 QSM pipelines built from algorithms from the literature, applied on phantoms data and on brain data. Two phantoms, with known magnetic susceptibility ranges, were created from several solutions of gadolinium chelate. Twenty healthy volunteers from two age groups were included. Phantoms and brain data were acquired at 1.5 and 3 T, respectively. Susceptibility-weighted images were obtained using a 3D multigradient-recalled-echo sequence. For brain data, 3D anatomical T1- and T2-weighted images were also acquired to segment the deep gray nuclei of interest. Concerning in vitro data, the linear dependence of magnetic susceptibility versus gadolinium concentration and deviations from the theoretically expected values were calculated. For brain data, the accuracy and sensitivity of the QSM pipelines were evaluated in comparison with results from the literature and regarding the expected magnetic susceptibility increase with age, respectively. A nonparametric Mann-Whitney U-test was used to compare the magnetic susceptibility quantification in deep gray nuclei between the two age groups. Our methodology enabled quantifying magnetic susceptibility in human brain and the results were consistent with those from the literature. Statistically significant differences were obtained between the two age groups in all cerebral regions of interest. Our results show the importance of optimizing QSM pipelines according to the application and the targeted magnetic susceptibility range, to achieve accurate quantification. We were able to define the optimal QSM pipeline for future applications on patients with PD.
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  • 文章类型: Journal Article
    在本文中,我们在定量MRI方法研究中使用体模对身体MRI的价值,临床试验,和临床成像。幻影的某些用途在整个身体MRI社区中很常见,包括测量偏差,评估再现性,和训练。除了这些用途,人体MRI方法研究中的体模用于新方法的开发以及运动补偿和缓解技术的设计。对于临床试验,幻影是质量管理战略的重要组成部分,促进道德健全的行为,可靠,以及新型MRI方法和治疗剂的规律性临床研究。在诊所里,幻影用于协议的开发,降低成本,质量控制,和放射治疗。我们简要回顾了为定量人体MRI开发的体模,最后,我们回顾了关于最有效地使用体模进行身体MRI的悬而未决的问题。
    In this paper, we review the value of phantoms for body MRI in the context of their uses for quantitative MRI methods research, clinical trials, and clinical imaging. Certain uses of phantoms are common throughout the body MRI community, including measuring bias, assessing reproducibility, and training. In addition to these uses, phantoms in body MRI methods research are used for novel methods development and the design of motion compensation and mitigation techniques. For clinical trials, phantoms are an essential part of quality management strategies, facilitating the conduct of ethically sound, reliable, and regulatorily compliant clinical research of both novel MRI methods and therapeutic agents. In the clinic, phantoms are used for development of protocols, mitigation of cost, quality control, and radiotherapy. We briefly review phantoms developed for quantitative body MRI, and finally, we review open questions regarding the most effective use of a phantom for body MRI.
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  • 文章类型: Journal Article
    超声引导可以减少尝试获得外周IV入路的次数,同时提高IV入路困难患者的成功率和满意度。教育和模拟是提高与超声引导的外周IV接入相关的技能和知识的有效工具。超声体模模型允许在没有患者伤害风险的情况下进行技能发展。
    招募了29名注册护士和执业护士,对超声引导的外周静脉(USGPIV)放置进行教育和模拟。参与者完成了一项调查,评估除了干预前和干预后的信心之外,幻影模型的功效。感知能力,知识调查,和直接观察的程序技能评估(DOPSE)。干预包括使用幻影模型的教育性PowerPoint和开放式实践课程。
    在统计学上显着改善了参与者的信心(p<0.001;95%CI:5.287,9.499;d=1.31),感知能力(p<0.001;95%CI:1.231,2.742;d=1.20),知识(p<0.001;95%CI:1.079,2.163;d=1.47),和技能(p<0.001;95%CI:2.499;5.501;d=1.29)。参与者在维持针头可视化方面有所改善(p<0.001;95%CI:0.272,0.9;d=0.79),并减少了插管尝试(0.045;95%CI:0.013,1.022;d=0.48)。没有经验和新手经验的参与者在所有类别中都看到了统计学上的显着改善(p<0.02)。先进,或超声波专家经验。96.5%的参与者可以在干预后独立或间接监督下进行超声引导的外周静脉插管。
    每个型号36.52美元,自组装超声体模模型为超声引导的外周静脉插管教学提供了一种经济有效且可持续的解决方案.超声引导的外周血管通路的教育和模拟可能会使没有超声经验或新手超声经验的个体受益。
    UNASSIGNED: Ultrasound guidance can reduce the number of attempts to gain peripheral IV access while improving the success rate and satisfaction in patients with difficult IV access. Education and simulation are effective tools for improving the skills and knowledge related to ultrasound-guided peripheral IV access. Ultrasound phantom models allow for skill development without the risk of patient harm.
    UNASSIGNED: Twenty-nine registered nurses and nurse practitioners were recruited for education and simulation regarding ultrasound-guided peripheral IV (USGPIV) placement. Participants completed a survey evaluating the efficacy of the phantom models in addition to pre- and post-intervention confidence, perceived competence, knowledge surveys, and a Directly Observed Procedural Skills Evaluation (DOPSE). The intervention included an educational PowerPoint and open practice session using the phantom models.
    UNASSIGNED: Statistically significant improvements were found in participants\' confidence (p < 0.001; 95% CI: 5.287, 9.499; d = 1.31), perceived competence (p < 0.001; 95% CI: 1.231, 2.742; d = 1.20), knowledge (p < 0.001; 95% CI: 1.079, 2.163; d = 1.47), and skills (p < 0.001; 95% CI: 2.499; 5.501; d = 1.29). Participants improved in maintaining needle visualization (p < 0.001; 95% CI: 0.272, 0.9; d = 0.79) and decreasing their cannulation attempts (0.045; 95% CI: 0.013, 1.022; d = 0.48). Participants with no and novice experience saw statistically significant improvement across all categories (p < 0.02) compared to those with intermediate, advanced, or expert experience with ultrasound. 96.5% of participants could perform ultrasound-guided peripheral IV cannulation independently or with indirect supervision following the intervention.
    UNASSIGNED: At $36.52 per model, the self-assembled ultrasound phantom models provided a cost-effective and sustainable solution to teaching ultrasound-guided peripheral IV cannulations. Education and simulation for ultrasound-guided peripheral vascular access may benefit individuals with no or novice ultrasound experience.
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  • 文章类型: Journal Article
    回顾和分析目前可用的MRI运动模型。出版物从多伦多城市大学图书馆收集,PubMed,和IEEEXplore。幻影根据它们产生的运动进行分类:线性/笛卡尔,心脏扩张,肺扩张,旋转,变形或滚动。从每个出版物中提取指标来评估运动机制,施工方法,以及幻影验证。共审查了60份出版物,识别48个独特的运动体模。平移运动是最常见的运动(在38%的幻影中使用),其次是心脏扩张运动(27%)和旋转运动(23%)。所有体模的平均自由度被确定为1.42。运动体模出版物缺乏通过标准化测试来量化其对信噪比的影响。目前,缺乏为多角色设计的幻影,因为许多人目前的自由度很少。
    To review and analyze the currently available MRI motion phantoms. Publications were collected from the Toronto Metropolitan University Library, PubMed, and IEEE Xplore. Phantoms were categorized based on the motions they generated: linear/cartesian, cardiac-dilative, lung-dilative, rotational, deformation or rolling. Metrics were extracted from each publication to assess the motion mechanisms, construction methods, as well as phantom validation. A total of 60 publications were reviewed, identifying 48 unique motion phantoms. Translational movement was the most common movement (used in 38% of phantoms), followed by cardiac-dilative (27%) movement and rotational movement (23%). The average degrees of freedom for all phantoms were determined to be 1.42. Motion phantom publications lack quantification of their impact on signal-to-noise ratio through standardized testing. At present, there is a lack of phantoms that are designed for multi-role as many currently have few degrees of freedom.
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  • 文章类型: Journal Article
    目的:本研究旨在利用材料挤出和大桶光聚合技术来表征选定的增材制造(AM)材料的放射学特性。单色同步加速器X射线图像和同步加速器治疗束剂量测定是在澳大利亚同步加速器成像和医疗束线(AS-IMBL)的hutch3B上获得的。 方法:使用从30keV到65keV的八种能量来获取AM材料的衰减系数。理论比较,并进行了AM材料和MV直线加速器标准固体水的实验衰减数据。对所研究的材料进行了通过衰减剂量测量和Geant4蒙特卡罗模拟的宽束剂量测定实验,以研究其特定于具有不同同步加速器辐射束质量的4特斯拉摇摆器场的衰减特性。 主要结果:PLAplus匹配软组织和脑组织的衰减系数,而ABS,ASA,和牵伸树脂与脂肪组织具有接近的等效性。最后,PLA,CPEplus,TPU,和白色树脂是有前途的乳腺组织的替代材料。对于宽光束实验和模拟,许多研究的材料能够模拟RMI457SolidWater和Bolus在三种同步加速器光束质量的+/-10%以内。这些结果可用于制造用于同步加速器和其他相关医学辐射应用的体模,例如正电压治疗。&#xD;意义和结论:研究了这些3D打印材料作为乳腺组织等选定组织的潜在替代品,脂肪组织,软组织,和用于制造用于同步加速器成像的3D打印体模的脑组织,治疗,和正电压应用。制作可定制的异质拟人化体模(例如,乳房、头部,胸部)和临床前动物模型(例如啮齿动物,犬)使用AM进行同步加速器成像和放射治疗可以根据这项研究的结果进行。
    Objective.This study aims to characterize radiological properties of selected additive manufacturing (AM) materials utilizing both material extrusion and vat photopolymerization technologies. Monochromatic synchrotron x-ray images and synchrotron treatment beam dosimetry were acquired at the hutch 3B and 2B of the Australian Synchrotron-Imaging and Medical Beamline.Approach.Eight energies from 30 keV up to 65 keV were used to acquire the attenuation coefficients of the AM materials. Comparison of theoretical, and experimental attenuation data of AM materials and standard solid water for MV linac was performed. Broad-beam dosimetry experiment through attenuated dose measurement and a Geant4 Monte Carlo simulation were done for the studied materials to investigate its attenuation properties specific for a 4 tesla wiggler field with varying synchrotron radiation beam qualities.Main results.Polylactic acid (PLA) plus matches attenuation coefficients of both soft tissue and brain tissue, while acrylonitrile butadiene styrene, Acrylonitrile styrene acrylate, and Draft resin have close equivalence to adipose tissue. Lastly, PLA, co-polyester plus, thermoplastic polyurethane, and White resins are promising substitute materials for breast tissue. For broad-beam experiment and simulation, many of the studied materials were able to simulate RMI457 Solid Water and bolus within ±10% for the three synchrotron beam qualities. These results are useful in fabricating phantoms for synchrotron and other related medical radiation applications such as orthovoltage treatments.Significance and conclusion.These 3D printing materials were studied as potential substitutes for selected tissues such as breast tissue, adipose tissue, soft-tissue, and brain tissue useful in fabricating 3D printed phantoms for synchrotron imaging, therapy, and orthovoltage applications. Fabricating customizable heterogeneous anthropomorphic phantoms (e.g. breast, head, thorax) and pre-clinical animal phantoms (e.g. rodents, canine) for synchrotron imaging and radiotherapy using AM can be done based on the results of this study.
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  • 文章类型: Journal Article
    尽管冠状动脉计算机断层扫描血管造影(CTA)取得了进展,由于空间分辨率有限,在阳性预测值和特异性方面仍然存在挑战。这项实验研究的目的是研究第二代基于深度学习的重建(DLR)对冠状动脉CTA中定量和定性图像质量的影响。
    使用320探测器CT扫描具有逐步非钙化斑块的血管模型。使用四种技术进行图像重建:混合迭代重建(HIR),基于模型的迭代重建(MBIR),DLR,第二代DLR。管腔峰值CT数,对比噪声比(CNR),通过轮廓曲线分析对边缘上升斜率(ERS)进行了定量评估。两位观察者对颗粒性进行了定性分级,管腔锐度,和总体管腔能见度的基础上的信心程度的狭窄严重程度,使用五点量表。
    具有HIR的图像噪声,MBIR,DLR,第二代DLR分别为23.0、21.0、16.9和9.5HU,分别。相应的CNR(25%狭窄)分别为15.5、15.9、22.1和38.3。相应的ERS(25%狭窄)为203.2、198.6、228.9和262.4HU/mm,分别。在四种重建方法中,第二代DLR实现了显着最高的CNR和ERS值。第二代DLR在所有评估点中的得分(颗粒度,清晰度,和总体管腔可见性)高于其他方法(总体血管可见性评分,2.6±0.5,3.8±0.6,3.7±0.5,4.6±0.5,HIR,MBIR,DLR,第二代DLR,分别)。
    第二代DLR在冠状动脉CTA中提供的CNR和ERS优于HIR,MBIR,和上一代DLR,在血管狭窄的评估中导致最高的主观图像质量。
    UNASSIGNED: Despite advancements in coronary computed tomography angiography (CTA), challenges in positive predictive value and specificity remain due to limited spatial resolution. The purpose of this experimental study was to investigate the effect of 2nd generation deep learning-based reconstruction (DLR) on the quantitative and qualitative image quality in coronary CTA.
    UNASSIGNED: A vessel model with stepwise non-calcified plaque was scanned using 320-detector CT. Image reconstruction was performed using four techniques: hybrid iterative reconstruction (HIR), model-based iterative reconstruction (MBIR), DLR, and 2nd generation DLR. The luminal peak CT number, contrast-to-noise ratio (CNR), and edge rise slope (ERS) were quantitatively evaluated via profile curve analysis. Two observers qualitatively graded the graininess, lumen sharpness, and overall lumen visibility on the basis of the degree of confidence for the stenosis severity using a five-point scale.
    UNASSIGNED: The image noise with HIR, MBIR, DLR, and 2nd generation DLR was 23.0, 21.0, 16.9, and 9.5 HU, respectively. The corresponding CNR (25% stenosis) was 15.5, 15.9, 22.1, and 38.3, respectively. The corresponding ERS (25% stenosis) was 203.2, 198.6, 228.9, and 262.4 HU/mm, respectively. Among the four reconstruction methods, the 2nd generation DLR achieved the significantly highest CNR and ERS values. The score of 2nd generation DLR in all evaluation points (graininess, sharpness, and overall lumen visibility) was higher than those of the other methods (overall vessel visibility score, 2.6±0.5, 3.8±0.6, 3.7±0.5, and 4.6±0.5 with HIR, MBIR, DLR, and 2nd generation DLR, respectively).
    UNASSIGNED: 2nd generation DLR provided better CNR and ERS in coronary CTA than HIR, MBIR, and previous-generation DLR, leading to the highest subjective image quality in the assessment of vessel stenosis.
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