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2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)最新文献

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Modular Camera Design Study for Human Brain SPECT System 人脑SPECT系统模块化摄像机设计研究
Pub Date : 2020-10-31 DOI: 10.1109/NSS/MIC42677.2020.9507986
Kimberly J. Doty, Xin Li, R. Richards, Matt A. King, P. Kuo, M. Kupinski, L. Furenlid
Single-photon emission computed tomography (SPECT) can be used with a wide variety of radioligands for drug discovery and pharmacokinetic studies of promising drugs for neurodegenerative diseases. We are developing a human brain SPECT system with a stationary array of detectors that will provide dynamic high-resolution, high-sensitivity imaging. We are assessing the benefits of incorporating cylindrically curved scintillation detectors, which - due primarily to significant reduction in depth of interaction uncertainty - have resolution advantages over planar detectors at the edges. We are studying the use of a cylindrically curved to planar fiber optic plate to transfer the scintillation light from the curved crystal and light guide to a planar surface for photodetection using conventional methods. Another design component being evaluated is a novel light-sensor configuration combining photomultiplier tubes (PMTs) and silicon photomultipliers (SiPMs). Simulation methods were used to predict performance of a variety of detector layouts. The purpose of the study was to balance the tradeoff between detector cost and performance, as the final imager will be comprised of 24 camera modules. We demonstrate that combining PMTs and SiPMs for electronic readout achieves a spatial resolution advantage at the edges while maintaining a lower cost than a full SiPM readout or a curved detector.
单光子发射计算机断层扫描(SPECT)可以与各种各样的放射配体一起用于药物发现和有前途的神经退行性疾病药物的药代动力学研究。我们正在开发一种人脑SPECT系统,该系统配备了一组固定的探测器,可以提供动态的高分辨率、高灵敏度的成像。我们正在评估结合圆柱弯曲闪烁探测器的好处,这主要是由于相互作用不确定性深度的显著降低,在边缘处比平面探测器具有分辨率优势。我们正在研究使用圆柱形弯曲到平面的光纤板,将闪烁光从弯曲晶体和光导转移到平面上,用传统的方法进行光探测。另一个正在评估的设计组件是结合光电倍增管(pmt)和硅光电倍增管(SiPMs)的新型光传感器配置。利用仿真方法预测了各种探测器布局的性能。研究的目的是平衡检测器成本和性能之间的权衡,因为最终的成像仪将由24个相机模块组成。我们证明,将pmt和SiPM相结合用于电子读出可以在边缘获得空间分辨率优势,同时保持比全SiPM读出或弯曲检测器更低的成本。
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引用次数: 3
Investigation of Designs for a Stationary Adaptive Multi-Pinhole Brain SPECT Employing Flat-Square Detector Modules 基于平方波检测器模块的静止自适应多针孔脑SPECT设计研究
Pub Date : 2020-10-31 DOI: 10.1109/NSS/MIC42677.2020.9507971
Kesava S. Kalluri, Benjamin Auer, N. Zeraatkar, R. Richards, Micaehla May, Kimberly J. Doty, Maria Ruiz-Gonzalez, Neil C. Momsen, P. Kuo, L. Furenlid, Matt A. King
An adaptive-stationary-modular multi-pinhole (MPH) brain SPECT, AdaptiSPECT-C is being developed by the University of Arizona and University of Massachusetts Medical School to meet static and dynamic brain SPECT imaging needs. Salient features of the ASC include the use of adjustable pinhole apertures to dynamically adapt to imaging task needs, improved light measuring around the edge of the scintillator crystal, plus motion tracking and correction with attenuation correction enabled by usage of depth-sensing (DS)-cameras. For a target system spatial resolution of 8 mm at the focal point of the apertures, selected to enable comparison to current 2-headed commercial (2HC) SPECT imaging, we report investigation of aperture layout designs for a system with 3 rings of 18.4 cm flat square detector modules. We investigated sensitivity at the focal point in comparison to 2HC for usage of 1 versus 5 apertures per module, and variation in the extent of truncation and multiplexing of the irradiation fields by adjustment of the aperture location between the detector and focal point. For a system with one aperture per module and minor truncation we determined a sensitivity of 2.7x that of 2HC; whereas, with use of 4 oblique apertures with minor truncation and moderate multiplexing we determined the sensitivity was 4.6x, and with all 5 apertures resulting in significant multiplexing the sensitivity was 5.7x. We also determined through simulation better visualization of the rods of a Derenzo phantom, and perfusion distribution of XCAT brain phantom with the 5 pinhole design, using solely the 4 oblique pinholes. We thus believe that this design with 5 pinholes per detector module is an excellent candidate for use in construction of the AdaptiSPECT-C system.
AdaptiSPECT-C是一种自适应静态模块化多针孔(MPH)脑SPECT,由亚利桑那大学和马萨诸塞大学医学院开发,以满足静态和动态脑SPECT成像需求。ASC的显著特点包括使用可调针孔孔径来动态适应成像任务需求,改进闪烁体晶体边缘周围的光测量,以及使用深度传感(DS)相机实现的运动跟踪和衰减校正。为了与当前的双头商用(2HC) SPECT成像进行比较,目标系统在焦点处的空间分辨率为8 mm,我们报告了具有3环18.4 cm平面方形探测器模块的系统的孔径布局设计的研究。我们研究了与2HC相比,在每个模块使用1和5个孔径时,焦点处的灵敏度,以及通过调整探测器和焦点之间的孔径位置,辐照场的截断和复用程度的变化。对于每个模块有一个孔径且截断较小的系统,我们确定灵敏度为2HC的2.7倍;然而,使用4个倾斜孔径,轻微截断和适度复用,我们确定灵敏度为4.6倍,所有5个孔径导致显著复用,灵敏度为5.7倍。我们还通过模拟确定了Derenzo脑虚幻体棒的更好可视化,以及XCAT脑虚幻体在5针孔设计下的灌注分布,仅使用4个斜针孔。因此,我们认为这种每个检测器模块有5个针孔的设计是用于构建AdaptiSPECT-C系统的绝佳选择。
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引用次数: 0
High-Performance Physical-Independent Address-Based Communication Interface for FPGA in Custom Scientific Equipment 定制科学设备中FPGA的高性能物理无关地址通信接口
Pub Date : 2020-10-31 DOI: 10.1109/NSS/MIC42677.2020.9507844
N. Corna, E. Ronconi, F. Garzetti, S. Salgaro, N. Lusardi, L. Tavazzani, A. Geraci
Nowadays, in different scientific applications, custom processing systems are particularly suited for Field-Programmable Gate Arrays (FPGA), rather than for Application Specific Integrate Circuits (ASIC). This is mainly due to the added flexibility, simpler design and manufacturing process that FPGA solutions offer, fitting the needs of small-scale custom applications. While the intra-chip data-transfer between the IP-Cores (IPs) that compose the FPGA architecture is relatively easy to implement, the communication system with Temporal Computing (TC) devices is not trivial to build. This contribution focuses on this issue and presents our inter-chip communication system, that possesses the quality of not relying on any specific physical link feature, which allows the use of any type of connection between FPGA and TC devices, as long as it transmits ordered data. Encoding and communication errors are also automatically detected. The system is composed by a software part and a hardware one. The software part is developed in C++, with Python bindings, and provides the read and write methods, to be able to issue the relative commands to an internal standard bus of the FPGA. The hardware part is composed by the sub-modules Packet Transmission Engine (PTE) and Memory Management Engine (MME); the first one being responsible for packets' data framing, integrity check and data multiplexing on the physical link, while the second one executing the read and write operations which were encoded within the packets.
如今,在不同的科学应用中,定制处理系统特别适合于现场可编程门阵列(FPGA),而不是特定应用集成电路(ASIC)。这主要是由于FPGA解决方案提供了更大的灵活性,更简单的设计和制造过程,适合小规模定制应用的需求。虽然构成FPGA架构的ip核(ip)之间的片内数据传输相对容易实现,但与时序计算(TC)设备的通信系统的构建并非易事。这篇文章着重于这个问题,并介绍了我们的芯片间通信系统,该系统具有不依赖于任何特定物理链路特性的质量,它允许在FPGA和TC设备之间使用任何类型的连接,只要它传输有序的数据。编码和通信错误也自动检测。该系统由软件部分和硬件部分组成。软件部分采用c++语言开发,并与Python绑定,提供了读写方法,能够向FPGA的内部标准总线发出相关命令。硬件部分由分组传输引擎(PTE)和内存管理引擎(MME)两个子模块组成;第一个负责数据包的数据帧,完整性检查和物理链路上的数据多路复用,而第二个执行数据包中编码的读取和写入操作。
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引用次数: 0
Kernel-based Reconstruction of Cardiac PET Images Using MR Information 基于核磁共振信息的心脏PET图像重构
Pub Date : 2020-10-31 DOI: 10.1109/NSS/MIC42677.2020.9507993
Zahra Ashouri, Chad R. Hunter, B. Spencer, Guobao Wang, R. Dansereau, R. deKemp
Positron emission tomography (PET) is used to observe processes within the human body using radioactive tracers. Quality of PET images is compromised by statistical noise, especially in the heart where cardiac and respiratory motion occur. Image prior information is generally useful for improving PET image quality. Sources of prior anatomic information include computed tomography (CT) or magnetic resonance imaging (MRI). In this work, we used MR information in the kernel framework to help reconstruct cardiac PET images and compared it with the kernel reconstruction from PET data only. The kernel-based reconstruction method [1], incorporates prior information in the reconstruction algorithm with the use of kernels. Our results show kernel-based image reconstruction using MR prior anatomic information gives numerically equivalent results to the original kernel method that uses composite frames to reconstruct dynamic PET images.
正电子发射断层扫描(PET)使用放射性示踪剂来观察人体内的过程。PET图像的质量受到统计噪声的影响,特别是在心脏和呼吸运动发生的地方。图像先验信息通常有助于提高PET图像质量。先前解剖信息的来源包括计算机断层扫描(CT)或磁共振成像(MRI)。在这项工作中,我们使用核框架中的MR信息来帮助重建心脏PET图像,并将其与仅从PET数据重建的核进行了比较。基于核的重构方法[1],利用核将先验信息融入到重构算法中。我们的研究结果表明,使用MR先验解剖信息的基于核的图像重建与使用复合帧重建动态PET图像的原始核方法在数值上等效。
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引用次数: 0
Design and Development of the Back-End Electronics for the IXPE Mission IXPE任务后端电子设备的设计与开发
Pub Date : 2020-10-31 DOI: 10.1109/NSS/MIC42677.2020.9507935
M. Barbanera, S. Citraro, C. Magazzù, A. Manfreda, M. Minuti, H. Nasimi, C. Sgro’
The Imaging X-Ray Polarimetry Explorer IXPE mission will perform polarization measures of 2–8 keV X-rays. Imaging, spectroscopy, and timing will complement this measurement for a comprehensive study of soft X-rays. The launch of the IXPE NASA small explorer mission to a low earth orbit is due late 2021. We designed a subsystem of the scientific payload, which has three identical telescopes based on the detector unit. The Gas Pixel Detector and its back-end electronics are the core of these units, performing data acquisition and processing, event sequencing, and on-line data compression. The back-end electronics processes the auto-triggered output of the detector of 300 photons per second with 30% of dead-time. A radiation-tolerant FPGA implements the electronics custom algorithms, including two digital serial interfaces with a central on-board computer. One interface is used for command and control of the unit, while the other for scientific data transmission. We also designed comprehensive test equipment to emulate the on-board computer and to operate the electronics. This equipment uses an FPGA on a VMEbus board as the electrical interface for the electronics, transferring data to a personal computer with dedicated software infrastructure. In this paper, we shall discuss the design process of the back-end electronics and the results of laboratory tests and measurements with X-ray sources.
成像x射线偏振探测器IXPE任务将对2-8 keV x射线进行偏振测量。成像、光谱学和计时将为软x射线的全面研究补充这一测量。美国宇航局将于2021年底发射IXPE低地球轨道小型探测任务。我们设计了一个科学有效载荷的子系统,它有三个基于探测器单元的相同望远镜。气体像素检测器及其后端电子设备是这些单元的核心,执行数据采集和处理、事件排序和在线数据压缩。后端电子设备处理探测器每秒300个光子的自动触发输出,死区时间为30%。一个耐辐射FPGA实现了电子定制算法,包括两个数字串行接口与中央板载计算机。一个接口用于单元的指挥和控制,而另一个接口用于科学数据传输。我们还设计了综合测试设备来模拟车载计算机和操作电子设备。该设备使用VMEbus板上的FPGA作为电子设备的电气接口,将数据传输到具有专用软件基础设施的个人计算机。在本文中,我们将讨论后端电子器件的设计过程以及x射线源的实验室测试和测量结果。
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引用次数: 0
A Microdosimetry Application for Microbeam Radiation Therapy Dose Delivery using TOPAS 微剂量学在TOPAS微束放射治疗给药中的应用
Pub Date : 2020-10-31 DOI: 10.1109/NSS/MIC42677.2020.9508104
E. Tassano-Smith, E. Wilkinson, J. Duffy, J. Spiga
Microbeam Radiation Therapy as a cancer treatment is developing fast due to its high therapeutic effect. This work simulates the MRT setup and the multi-slit collimator used in the creation of microbeams with the aid of TOPAS. TOPAS is a Geant4-based Monte Carlo extension developed to make simulations more readily available to both research and clinical medical physicists, as well as to extend its functionality. A multi-slit collimator is modelled to produce x-ray microbeams with a width of 50 µm and a centre to centre spacing of 400 µm. The energies range from 0 to 600 keV, and they are sampled using the synchrotron-wiggler generated spectrum employed at the biomedical facility of the European Synchrotron Radiation Facility (ESRF) in Grenoble, France. This work aims to identify the accuracy of the dose deposition curves and peak to valley dose ratios (PVDRs) obtained with TOPAS. The PVDRs decreased with depth but increased prior to phantom exit due to the absence of back scattering. The simulated results are in line with published simulated and empirical findings, which suggest that TOPAS can be satisfactorily used as a tool for the calculation of the percentage depth dose and PVDRs at the energies considered in this study.
微束放射治疗因其治疗效果好而发展迅速。这项工作模拟了MRT的设置和多缝准直器用于创建微光束借助TOPAS。TOPAS是一个基于geant4的蒙特卡罗扩展,旨在使研究和临床医学物理学家更容易获得模拟,并扩展其功能。模拟了多缝准直器产生宽度为50 μ m、中心间距为400 μ m的x射线微光束。能量范围从0到600 keV,它们是使用法国格勒诺布尔欧洲同步辐射设施(ESRF)生物医学设施中使用的同步加速器摆动器产生的光谱进行采样的。本工作旨在确定用TOPAS获得的剂量沉积曲线和峰谷剂量比(pvdr)的准确性。pvdr随着深度的增加而降低,但由于缺乏后向散射,在幻像出口之前增加。模拟结果与已发表的模拟和实证结果一致,表明TOPAS可以令人满意地用作计算本研究所考虑的能量下的百分比深度剂量和pvdr的工具。
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引用次数: 0
MRI Radiomics Features for Prediction of Treatment Response in Colorectal Patients 预测结直肠癌患者治疗反应的MRI放射组学特征
Pub Date : 2020-10-31 DOI: 10.1109/NSS/MIC42677.2020.9508060
S. P. Shayesteh, M. Nazari, A. Salahshour, S. Sandoughdaran, Fariba Jozian, A. Y. Joybari, G. Hajianfar, Seyed Hasan Fatehi Feyzabad, M. Khateri, Isaac Shiri, Hossein ARABI, H. Zaidi
In this study, we assess the power of MRI radiomic features for prediction of locally advanced rectal cancer (LARC) patients' response to neoadjuvant chemoradiation. T2-Weighted MR images acquired 2 weeks before and 4 weeks after treatment of 50 patients were used. The tumor volume was delineated by an experienced radiologist on T2-weighted MR images followed by the extraction of radiomics features, including morphology, first-order, histogram, and texture from volumes of interest (VOI). First, univariate analysis was applied on features to identify predictive power of features. To build a predictive model, we used Random Forest (RF) algorithm along with Max-Relevance-Min-Redundancy (MRMR) feature selection algorithm for reducing complexity and improving generalization. Finally, the model was evaluated through the area under the receiver operator characteristic (ROC) curve (AVC), sensitivity, specificity and accuracy metrics. In univariate analysis, delta radiomics of LAE and LALGLE features from GLSZM had the highest predictive performance (AUC=0.67). In multivariate analysis, the highest predictive performance for response prediction in LARC patients was achieved using delta-radiomic features with AUC of 0.92 and 0.88 in training and validation datasets, respectively. The achieved results were promising to move towards personalized treatment for LARC patients.
在这项研究中,我们评估了MRI放射学特征预测局部晚期直肠癌(LARC)患者对新辅助放化疗反应的能力。使用治疗前2周和治疗后4周获得的t2加权MR图像。肿瘤体积由经验丰富的放射科医生在t2加权MR图像上描绘,然后从感兴趣的体积(VOI)中提取放射组学特征,包括形态学、一阶、直方图和纹理。首先,对特征进行单变量分析,识别特征的预测能力;为了构建预测模型,我们使用随机森林(RF)算法和最大相关最小冗余(MRMR)特征选择算法来降低复杂性和提高泛化。最后,通过受试者操作特征(ROC)曲线下面积(AVC)、敏感性、特异性和准确性指标对模型进行评价。在单因素分析中,来自GLSZM的LAE和LALGLE特征的δ放射组学预测性能最高(AUC=0.67)。在多变量分析中,使用δ放射学特征对LARC患者的反应预测的预测性能最高,在训练和验证数据集中的AUC分别为0.92和0.88。取得的结果有望为LARC患者提供个性化治疗。
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引用次数: 0
Front End Electronics for SiC Based Neutron Dosimetry 基于SiC的中子剂量测定的前端电子学
Pub Date : 2020-10-31 DOI: 10.1109/NSS/MIC42677.2020.9507787
A. Tchoualack, L. Ottaviani, W. Rahajandraibe, J. Walder, W. Vervisch
High-speed and low noise front-end electronics amplifier has been developed for SiC Based neutron dosimetry. Simulation and realization are presented. This architecture allows to analyse the signal generated by SiC sensor. Find the conversion factor between particle flux and dose being the main objective.
研制了高速低噪声前端电子放大器,用于碳化硅基中子剂量测定。给出了仿真与实现。这种结构允许分析由SiC传感器产生的信号。寻找粒子通量与剂量之间的转换因子是主要目标。
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引用次数: 0
Rejection of RF Noise Effects on PET in a PET/EPR Combined Imaging System PET/EPR联合成像系统中射频噪声对PET的抑制
Pub Date : 2020-10-31 DOI: 10.1109/NSS/MIC42677.2020.9507791
Heejong Kim, B. Epel, S. Sundramoorthy, Hsiu-Ming Tsai, E. Barth, I. Gertsenshteyn, H. Halpern, Y. Hua, Q. Xie, Chin-Tu Chen, C. Kao
Previously we reported the development of a positron emission tomography (PET) and electron paramagnetic resonance (EPR) combined imaging system. The combined imaging system aimed to investigate the potential of PET hypoxia imaging by using EPR oxygen imaging as a reference. Simultaneous PET/EPR data acquisition is important to make sure of recording the same biological changes in both imaging modalities as well as to shorten imaging time. Our current system does not have magnetic or RF shielding. During the initial simultaneous PET/EPR operation, we observed that the EPR RF pulsing induced spurious noise events in the PET, and significantly affected the PET detector performance. We developed a method to reject the EPR RF noise events in off-line data processing. The method is to exploit the waveform sampling capable PET data acquisition implemented in a multi-voltage-threshold (MVT) board, and to use the pulse shape difference found in the MVT waveforms between scintillation and RF noise events. Experiments were conducted to evaluate the effectiveness of the proposed method in rejecting RF noise events. Preliminary results indicate that the rejection method works effectively to enable simultaneous data acquisition of the PET/EPR system.
以前我们报道了正电子发射断层扫描(PET)和电子顺磁共振(EPR)联合成像系统的发展。该联合成像系统旨在以EPR氧成像为参考,探讨PET缺氧成像的潜力。同时获取PET/EPR数据对于确保在两种成像方式下记录相同的生物变化以及缩短成像时间非常重要。我们目前的系统没有磁性或射频屏蔽。在初始的PET/EPR同时工作过程中,我们观察到EPR射频脉冲在PET中引起杂散噪声事件,并显著影响PET检测器的性能。我们开发了一种在离线数据处理中抑制EPR射频噪声事件的方法。该方法是利用在多电压阈值(MVT)板中实现的波形采样能力PET数据采集,并利用闪烁和射频噪声事件之间MVT波形中发现的脉冲形状差异。通过实验来评估该方法在抑制射频噪声事件方面的有效性。初步结果表明,该方法能够有效地实现PET/EPR系统的同步数据采集。
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引用次数: 0
Analysis of the performance of square photomultiplier tubes with 6 µm pore microchannel plates 6µm孔径微通道板方形光电倍增管的性能分析
Pub Date : 2020-10-31 DOI: 10.1109/NSS/MIC42677.2020.9507873
J. Milnes, T. Conneely, A. Duran, C. Slatter, P. Hink
Microchannel plate (MCP) based photomultiplier tubes (PMT) are used in applications where sub nanosecond timing and/or the ability to work in strong magnetic fields are critical, such as inertial confinement fusion diagnostics or Cherenkov based particle identification systems. Both aspects are improved by reducing the size of the pores in the MCP. Results have previously been presented with the Photek MAPMT253, a 53×53 mm active area square PMT configured with 8×8 anode pads and 15 µm pore MCPs. Here we present results analyzing the performance of the first square PMTs that use 6 µm pore MCPs. The detectors will be evaluated for single photon timing accuracy, gain, uniformity, magnetic field susceptibility, and count rate capability compared to the standard device.
基于微通道板(MCP)的光电倍增管(PMT)用于亚纳秒定时和/或在强磁场中工作的能力至关重要的应用中,例如惯性约束聚变诊断或基于切伦科夫的粒子识别系统。通过减小MCP中孔隙的大小,这两个方面都得到了改善。Photek MAPMT253是一种活性面积为53×53 mm的方形PMT,配置了8×8阳极垫和15µm孔mcp。在这里,我们分析了使用6µm孔mcp的第一批方形pmt的性能结果。与标准器件相比,将评估探测器的单光子定时精度、增益、均匀性、磁场磁化率和计数率能力。
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引用次数: 4
期刊
2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)
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