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IEEE Transactions on Radiation and Plasma Medical Sciences Publication Information IEEE辐射与等离子体医学科学汇刊信息
IF 4.6 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-07-10 DOI: 10.1109/TRPMS.2025.3581330
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引用次数: 0
IEEE Transactions on Radiation and Plasma Medical Sciences Information for Authors IEEE辐射与等离子体医学科学汇刊作者信息
IF 4.6 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-07-10 DOI: 10.1109/TRPMS.2025.3581328
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引用次数: 0
Dual-Domain Denoising Diffusion Probabilistic Model for Metal Artifact Reduction 金属伪影降噪的双域扩散概率模型
IF 3.5 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-06-30 DOI: 10.1109/TRPMS.2025.3582528
Wenjun Xia;Chuang Niu;Grigorios M. Karageorgos;Jiayong Zhang;Nils Peters;Harald Paganetti;Bruno De Man;Ge Wang
In computed tomography (CT), the presence of metal parts in the scanned region results in metal artifacts in the reconstructed images, which can significantly impact diagnosis and treatment planning. Consequently, removing metal artifacts has been a critical area of research in clinical practice. In this article, we propose a metal artifact reduction (MAR) algorithm based on dual-domain denoising diffusion probabilistic models (DDPMs). Our approach begins with preprocessing with linear interpolation (LI) and refinement with a convolutional neural network (CNN) to generate an initial reprojection. Then, two DDPM networks are employed: one to synthesize the corrupted sinogram and the other to optimize the resultant images in the image domain. The experimental results show that our algorithm utilizes two specialized DDPMs and achieves superior performance. The sinogram-domain DDPM reconstructs a high-quality sinogram, while the image-domain DDPM effectively removes remaining artifacts. Synergistically, these contributions lead to a significant improvement in overall image quality. Furthermore, our method successfully addresses the hallucination issues observed in the generic DDPM, enhancing the applicability of DDPM in medical imaging.
在计算机断层扫描(CT)中,金属部件在扫描区域的存在导致重建图像中的金属伪影,这可以显著影响诊断和治疗计划。因此,去除金属假体一直是临床实践研究的关键领域。本文提出了一种基于双域去噪扩散概率模型(ddpm)的金属伪影降低(MAR)算法。我们的方法首先使用线性插值(LI)进行预处理,然后使用卷积神经网络(CNN)进行细化,以生成初始重投影。然后,采用两个DDPM网络:一个用于合成损坏的正弦图,另一个用于在图像域中优化生成的图像。实验结果表明,该算法利用了两个专用的ddpm,取得了较好的性能。正弦图域DDPM重建高质量的正弦图,而图像域DDPM有效地去除残留的伪影。协同作用,这些贡献导致整体图像质量的显着改善。此外,我们的方法成功地解决了通用DDPM中观察到的幻觉问题,提高了DDPM在医学成像中的适用性。
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引用次数: 0
Positronium Imaging: History, Current Status, and Future Perspectives 正电子成像:历史、现状和未来展望
IF 3.5 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-06-26 DOI: 10.1109/TRPMS.2025.3583554
Paweł Moskal;Aleksander Bilewicz;Manish Das;Bangyan Huang;Aleksander Khreptak;Szymon Parzych;Jinyi Qi;Axel Rominger;Robert Seifert;Sushil Sharma;Kuangyu Shi;William M. Steinberger;Rafał Walczak;Ewa Stępień
Positronium imaging was recently proposed to image the properties of positronium atoms in the patient’s body. Positronium properties depend on the size of intramolecular voids and oxygen concentration; therefore, they deliver information different from the anatomic, morphological, and metabolic images. Thus far, the mean ortho-positronium (oPs) lifetime imaging has been at the center of research interest. The first ex vivo and in vivo positronium lifetime images of humans have been demonstrated with the dedicated Jagiellonian Positron Emission Tomograph scanner, enabling simultaneous registration of annihilation photons and prompt gamma from $beta ^{+}gamma $ emitters. Annihilation photons are used to reconstruct the annihilation place and time, while prompt gamma is used to reconstruct the time of positronium formation. This review describes recent achievements in the translation of positronium imaging into clinics. The first measurements of positronium lifetime in humans with commercial positron emission tomograph scanners modernized to register triple coincidences are reported. The in vivo observations of differences in oPs lifetime between tumor and healthy tissues and between different oxygen concentrations are discussed. So far, the positronium lifetime measurements in humans have been completed with clinically available 68Ga, 82Rb, and 124I radionuclides. Status and challenges in developing positronium imaging on a way to a clinically useful procedure are presented and discussed.
正电子成像最近被提出用来成像病人体内正电子原子的特性。正电子的性质取决于分子内空隙的大小和氧浓度;因此,它们传递的信息不同于解剖、形态和代谢图像。目前,正电子离子(oPs)平均寿命成像一直是研究的热点。人类的第一个离体和体内正电子寿命图像已经用专用的雅盖隆正电子发射断层扫描仪进行了演示,能够同时记录来自$beta ^{+}gamma $发射器的湮灭光子和提示伽马。湮灭光子被用来重建湮灭的地点和时间,而提示伽马被用来重建正电子形成的时间。本文综述了近年来在正电子成像应用于临床方面取得的成就。首次测量正电子寿命在人类与商业正电子发射断层扫描仪现代化,以登记三重巧合报道。讨论了肿瘤组织与健康组织以及不同氧浓度间oPs寿命的体内观察差异。到目前为止,人类正电子寿命的测量已经完成了临床可用的68Ga, 82Rb和124I放射性核素。本文介绍并讨论了正电子成像在临床应用中的现状和挑战。
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引用次数: 0
First Experimental Microdosimetry Maps in Low-Energy Cyclotron Proton Beams 低能回旋加速器质子束的首个实验微剂量图
IF 3.5 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-06-26 DOI: 10.1109/TRPMS.2025.3581801
C. Riera-Llobet;P. Ibáñez;C. Fleta;M. C. Jiménez-Ramos;J. García López;D. Bachiller-Perea;C. Guardiola
This work presents the first findings of microdosimetry measurements covering 12 cm $times 0.4$ mm of sensitive area on low-energy proton beams (3–14 MeV) of the cyclotron at the National Center of Accelerators (CNA, Spain) with clinical-equivalent fluence rates $({sim } 10^{7} {mathrm { protons}}cdot {mathrm { cm}}^{-2} cdot {mathrm { s}}^{-1})$ . Sensors are arrays of silicon-based 3D-microdetectors ( $20~mu {mathrm { m}}$ thickness, $25~mu rm m$ diameter) that were manufactured at the National Microelectronics Centre (IMB-CNM, CSIC) in Spain. Microdosimetry spectra were recorded at several proton energies both individually and in dual irradiation mode. Tool for particle simulation-based Monte-Carlo simulations recreating the experimental configuration were also performed to compare with the experimental data. A good agreement was found between the simulated and the experimental spectra. The experimental $bar {y}_{f}$ values in silicon covered from ( $6pm 1$ ) to ( $17.4pm 0.5$ ) ${mathrm { keV}}mu rm m^{-1}$ . To the best of our knowledge, this is the largest radiation sensitive surface covered with microdosimeters so far.
这项工作提出了在西班牙国家加速器中心(CNA)的低能量质子束(3-14 MeV)回旋加速器上覆盖12厘米$times 0.4$毫米敏感区域的微剂量学测量的第一个发现,其临床等效的影响率$({sim } 10^{7} {mathrm { protons}}cdot {mathrm { cm}}^{-2} cdot {mathrm { s}}^{-1})$。传感器是由位于西班牙的国家微电子中心(IMB-CNM, CSIC)制造的硅基3d微探测器阵列($20~mu {mathrm { m}}$厚度,$25~mu rm m$直径)。分别记录了不同质子能量和双辐照模式下的微剂量谱。利用基于粒子模拟的蒙特卡罗模拟工具重建了实验配置,并与实验数据进行了比较。模拟光谱与实验光谱吻合较好。实验中硅的$bar {y}_{f}$值从($6pm 1$)覆盖到($17.4pm 0.5$) ${mathrm { keV}}mu rm m^{-1}$。据我们所知,这是迄今为止覆盖了微剂量计的最大的辐射敏感表面。
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引用次数: 0
A Post-Processing Algorithm to Correct Time Walk and Boost CTR to 100 ps Level 一种校正时间行走并将CTR提高到100ps水平的后处理算法
IF 3.5 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-06-20 DOI: 10.1109/TRPMS.2025.3579351
Jiawen Zhou;Fei Wang;Chao Cai;Qingguo Xie
The coincident event analysis is of paramount importance in positron emission tomography (PET). The result of this process, often termed coincidence time resolution (CTR), is one of the most important quantitative factors that determines the performance of a PET system. Optimizing CTR, typically attempted by lowering threshold voltages in leading edge discriminators (LEDs), presents a challenge due to prevalent pick-up noises. In light of this, in this article, a post-processing algorithm is proposed. This algorithm is dedicated to a detector front-end with the addition of a low noise amplifier (LNA). It can effectively identify outliers and tackle signal distortions so as to mitigate pick-up noises and finally improve CTR. The key contribution of this study is that it can notably improve CTR while still maintaining adequate detection efficiency. Extensive experiments are carried out to demonstrate that the proposed post-processing algorithm can effectively improve CTR, from about 240 ps down to around 100 ps, even with a crystal length of 20 mm (the energy window is 450 to 600 keV). The power consumption of the single channel is only 0.12 W.
在正电子发射断层扫描(PET)中,同步事件分析是至关重要的。这个过程的结果,通常被称为符合时间分辨率(CTR),是决定PET系统性能的最重要的定量因素之一。优化CTR,通常通过降低前沿鉴别器(led)的阈值电压来尝试,由于普遍存在拾取噪声,提出了挑战。鉴于此,本文提出了一种后处理算法。该算法专门用于检测器前端,并添加了低噪声放大器(LNA)。它可以有效地识别异常点和处理信号畸变,从而减轻拾取噪声,提高CTR。本研究的关键贡献是在保持足够的检测效率的同时,显著提高了CTR。大量的实验表明,即使晶体长度为20 mm(能量窗口为450 ~ 600 keV),所提出的后处理算法也能有效地提高CTR,从240 ps左右降低到100 ps左右。单通道功耗仅为0.12 W。
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引用次数: 0
A Cross-Modality Transformer Network for MR-Guided Low-Dose Tau PET Image Denoising 一种用于磁共振引导低剂量Tau PET图像去噪的跨模态变压器网络
IF 3.5 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-06-19 DOI: 10.1109/TRPMS.2025.3581204
Se-In Jang;Cristina Lois Gomez;Alex Becker;Emma Thibault;Julie C. Price;Keith A. Johnson;Georges El Fakhri;Kuang Gong
Tau PET imaging is an essential imaging modality for the diagnosis and monitoring of Alzheimer’s disease and related dementias. To enable tau PET imaging-based longitudinal monitoring of disease progression, further reducing the injected dose during each scan is important. In this work, we developed a novel deep learning approach that incorporated cross-modality transformer blocks to integrate both PET and MR prior information to further improve low-dose tau PET imaging. Both spatial and channel information were utilized during the calculation of cross-modality self-attention maps. Performance of the proposed method was evaluated based on the early-frame and late-frame images from 139 dynamic 18F-MK-6240 tau PET datasets. Results showed that the proposed network can outperform other reference networks which concatenated PET and MR images together as the network input.
Tau PET成像是诊断和监测阿尔茨海默病及相关痴呆的重要成像方式。为了实现基于tau PET成像的疾病进展纵向监测,在每次扫描期间进一步减少注射剂量是重要的。在这项工作中,我们开发了一种新的深度学习方法,该方法结合了跨模态变压器块来整合PET和MR先验信息,以进一步改善低剂量tau PET成像。在计算跨模态自注意图时同时利用了空间信息和通道信息。基于139个动态18F-MK-6240 tau PET数据集的早帧和晚帧图像,对所提方法的性能进行了评估。结果表明,该网络的性能优于将PET和MR图像拼接在一起作为网络输入的参考网络。
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引用次数: 0
CHEMONO: A Cherenkov-Only Monolithic Detector for PGI in Proton Range Verification CHEMONO:用于质子范围验证PGI的切伦科夫单片探测器
IF 3.5 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-06-17 DOI: 10.1109/TRPMS.2025.3580379
Leonor Rebolo;Ryan Heller;Marta Freire;Pedro Correia;Ana Luisa Silva;Sara St. James;Antonio J. González;Joshua W. Cates;Gerard Ariño-Estrada
proton range verification (PRV) in proton therapy is an unmet clinical need. prompt-gamma imaging (PGI) using thick collimators is a PRV modality that has obtained the most success to-date. The gamma detectors in such approach consist of scintillation crystals coupled to photodetectors. In this work, we report the development and use of detectors made of monolithic pure Cherenkov emitter crystals for the same purpose. We demonstrate for the first time the ability of such detector configuration to provide spatial resolution information in one direction using measurements from a collimated slit. The detector consisted of a PbF2 crystal with dimensions $25times 25times $ 10 mm3 coupled to a S13361-3050AE-08 array of $8times 8$ SiPMs from Hamamatsu. The SiPM array was connected to a row-column readout, with 8+8 channels, and triggered on the sum of the columns. Three different event reconstruction algorithms were tested: center of gravity (CoG), rise to the power (RTP), and neural network (NN). The NN yielded the best spatial resolution, with $3.7pm 0$ .9 mm full width half maximum (FWHM) in average for all positions. CoG and RTP also showed a consistent shift with the change of position of the slit, although with more modest results, between 4 and 7 mm in average for all positions. This is the first characterization of monolithic pure Cherenkov emitters for Multi-MeV gamma imaging. Results are promising for this detector concept, showing that it can offer an alternative for collimated PGI in PRV with potential of sustaining high count rates, with effective background rejection, and low production costs based on the cost of primary components of the crystals.
质子范围验证(PRV)是质子治疗中尚未满足的临床需求。使用厚准直器的快速伽马成像(PGI)是迄今为止最成功的一种PRV模式。这种方法中的伽玛探测器由闪烁晶体与光电探测器耦合组成。在这项工作中,我们报告了用于相同目的的单片纯切伦科夫发射极晶体探测器的开发和使用。我们首次证明了这种探测器配置在一个方向上使用准直狭缝测量提供空间分辨率信息的能力。该探测器由尺寸为$25 × 25 × $ 10 mm3的pb2晶体与来自Hamamatsu的$8 × 8$ SiPMs的S13361-3050AE-08阵列组成。SiPM阵列连接到具有8+8通道的行-列读出器,并在列的总和上触发。测试了三种不同的事件重建算法:重心(CoG)、上升功率(RTP)和神经网络(NN)。神经网络产生了最好的空间分辨率,为$3.7pm 0$。所有位置的平均全宽半最大(FWHM)为9mm。CoG和RTP也显示出与狭缝位置变化一致的变化,尽管结果更温和,在所有位置平均在4到7毫米之间。这是用于多mev伽马成像的单片纯切伦科夫发射器的首次表征。结果表明,这种探测器概念是有希望的,表明它可以为PRV中的准直PGI提供一种替代方案,具有保持高计数率的潜力,有效的背景抑制,以及基于晶体主要成分成本的低生产成本。
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引用次数: 0
Time-of-Flight Requirements to Mitigate Blurring Induced by Annihilation Photon Acollinearity 消除湮灭光子共线性引起的模糊的飞行时间要求
IF 3.5 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-06-16 DOI: 10.1109/TRPMS.2025.3579209
Maxime Toussaint;Francis Loignon-Houle;Jean-Pierre Dussault;Roger Lecomte
One of the limiting factors of spatial resolution in positron emission tomography (PET) imaging is annihilation photon acollinearity (APA). For whole-body PET scanners, APA induces a blur ranging from 1.7 to 2.2 mm FWHM. For long axial field-of-view (FOV) scanners, this range increases even more, depending on the maximum ring difference. It was previously shown that perfect time-of-flight (TOF) resolution sharpens the APA-induced blur by altering its expected Gaussian shape into a profile resembling a 1/r function, thereby reducing its contribution to spatial resolution loss. This suggests that the conventional theoretical limit of PET spatial resolution could be overcome if sufficient TOF resolution can be achieved. However, the requirements to achieve an observable gain in spatial resolution have yet to be explored. We propose an investigation of these requirements for whole-body and long axial FOV scanners, in terms of TOF resolution and count statistics. Using a fictive 81-cm diameter scanner with 2-mm wide detectors, we show that ultrafast TOF resolution—13 ps FWHM—enables an observable gain in spatial resolution for a range of count statistics. In addition, we show that lower TOF resolutions (i.e., higher TOF values of 27 or 67 ps) could mitigate APA for the oblique tubes of response of long axial FOV systems subjected to larger APA blurring. This last observation is of particular interest as it suggests that the nonstationary nature of spatial resolution in PET imaging can be further mitigated when such TOF precision is achieved.
正电子发射层析成像(PET)空间分辨率的限制因素之一是湮灭光子共线性(APA)。对于全身PET扫描仪,APA引起的模糊范围从1.7到2.2 mm的FWHM。对于长轴向视场(FOV)扫描仪,这一范围增加更多,取决于最大环差。先前的研究表明,完美的飞行时间(TOF)分辨率可以通过将预期的高斯形状改变为类似于1/r函数的轮廓来锐化apa引起的模糊,从而减少其对空间分辨率损失的贡献。这表明,如果能够达到足够的TOF分辨率,就可以克服PET空间分辨率的传统理论限制。然而,在空间分辨率上实现可观测增益的要求还有待探索。我们建议从TOF分辨率和计数统计方面对全身和长轴视场扫描仪的这些要求进行调查。使用直径81厘米的有效扫描仪和2毫米宽的探测器,我们证明了超快TOF分辨率(13 ps fwhm)能够在计数统计范围内实现可观察到的空间分辨率增益。此外,我们表明,较低的TOF分辨率(即较高的TOF值为27或67 ps)可以减轻长轴向视场系统的斜管响应的APA受到较大的APA模糊。这最后的观察是特别有趣的,因为它表明,在PET成像的空间分辨率的非平稳性质可以进一步减轻,当这样的TOF精度达到。
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引用次数: 0
Current Status of Cherenkov-Based Gamma Detectors for TOF-PET and Proton Range Verification 用于TOF-PET和质子范围验证的cherenkov型伽玛探测器的现状
IF 3.5 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-06-13 DOI: 10.1109/TRPMS.2025.3579673
Gerard Ariño-Estrada;Nicolaus Kratochwil;Stefan Gundacker;Emilie Roncali
time-of-flight positron emission tomography (TOF-PET) and proton range verification (PRV) in proton therapy are based on the detection of gamma photons. Despite the difference in the ultimate goal and status of each of these two modalities, both heavily rely on the gamma detectors used in associated imaging systems. The emission of Cherenkov light has been studied extensively over the last decade as a gamma-detection signature in different detector configurations for TOF-PET and PRV. This review aims at: 1) capturing the breadth of works that report on using Cherenkov light for these applications from a detector instrumentation perspective and 2) summarizing barriers encountered by these approaches in their path toward commercial adoption. This review is structured in seven sections: I) brief introduction of TOF-PET and PRV needs that might be addressed with Cherenkov-based gamma detectors; II) physics of Cherenkov emission, propagation, and detection; experimental efforts in detector characterization grouped by the nature of the signals involved in the detector, i.e., III) simultaneous emission of Cherenkov and scintillation light; IV) pure Cherenkov emitters; and V) semiconductor detectors with simultaneous Cherenkov emission; Section VI consolidates the information with a special attention to challenges and potential strategies to overcome them; and Section VII concludes with a short paragraph. We hope this comprehensive review of the extensive work of researchers in this field in the last decade triggers further discussion and sparks inspiration among the community.
质子治疗中的飞行时间正电子发射断层扫描(TOF-PET)和质子距离验证(PRV)都是基于伽马光子的探测。尽管这两种模式的最终目标和状态有所不同,但它们都严重依赖于相关成像系统中使用的伽马探测器。在过去的十年里,切伦科夫光的发射作为一种伽马探测特征在TOF-PET和PRV的不同探测器配置中得到了广泛的研究。这篇综述的目的是:1)从探测器仪器的角度捕捉关于在这些应用中使用切伦科夫光的报道的广度;2)总结这些方法在走向商业应用的道路上遇到的障碍。本综述分为七个部分:1)简要介绍TOF-PET和基于cherenkov的伽马探测器可能解决的PRV需求;切伦科夫辐射、传播和探测的物理学;探测器特性的实验工作按探测器所涉及的信号的性质分组,即III)切伦科夫光和闪烁光同时发射;IV)纯切伦科夫辐射体;V)切伦科夫同步发射半导体探测器;第六节综合这些资料,特别注意各种挑战和克服这些挑战的可能战略;第七节以简短的一段结束。我们希望这篇对过去十年研究人员在这一领域广泛工作的全面回顾能够引发进一步的讨论,并在社区中激发灵感。
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引用次数: 0
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IEEE Transactions on Radiation and Plasma Medical Sciences
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