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Dose distribution of secondary radiation in a water phantom for a spatially fractionated proton beam 空间分异质子束水影中二次辐射的剂量分布
IF 2.7 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-11-01 DOI: 10.1016/j.ejmp.2025.105204
A. Tobola-Galus , L. Stolarczyk , I. Ambrožová , M.A. Caballero-Pacheco , M. Davídková , C. Domingo , M. De Saint-Hubert , Ž. Knežević , M. Liszka , M. Majer , I. Martinez Rovira , N. Mojżeszek , A. Wochnik , R. Kopeć , J. Swakoń , R. Harrison , P. Olko

Objective

3D mapping of scattered radiation doses in water after grid proton irradiation using a dedicated brass collimator was performed within the EURADOS experiment at the scanning gantry of the Cyclotron Centre Bronowice at IFJ PAN. The goal of this paper was to determine to what extent the dedicated grid collimators would increase secondary doses administered to patients compared to Pencil Beam Scanning (PBS) techniques.

Methods

A broad set of passive point-like detectors including thermoluminescence (TLD), radio-photoluminescence (RPL) and track detectors (PADC) positioned in a dedicated water phantom was applied to determine gamma and neutron doses. The dose assessment was supported by Monte Carlo (MC) radiation transport calculations.

Results

The results show that the highest absorbed dose values were measured in the proximal area of the proton beam field and in the Spread out Bragg Peak (SOBP). Applying the same treatment plan the beam formation with PBS + grid collimator caused a 5-fold increase in the absorbed out-of-field dose compared to irradiation with the PBS and in the case of fast neutrons, the increase was around a factor of 10. These doses are comparable to unwanted exposure to scattered radiation arising from conventional photon radiotherapy.

Conclusions

The spatial distribution of the measured dosimetric quantities supports the thesis that in spatially fractionated proton radiotherapy, in which the beam is formed using a grid collimator, the main source of gamma radiation and neutrons is the collimator. Despite this, grid collimators remain a viable option due to their adaptability to various proton systems.
目的利用专用黄铜准直仪,在IFJ PAN回旋加速器中心扫描架上的EURADOS实验中进行网格质子辐照后水中散射辐射剂量的三维成像。本文的目的是确定与铅笔束扫描(PBS)技术相比,专用网格准直器将在多大程度上增加给患者的二次剂量。方法采用热释光(TLD)、射电光致发光(RPL)和径迹探测器(PADC)等多种被动点状探测器,在专用水模中测定γ和中子剂量。剂量评估得到蒙特卡罗辐射输运计算的支持。结果在质子束场近端和扩散布拉格峰(SOBP)处测量到的吸收剂量值最高。采用相同的处理方案,使用PBS +栅格准直器的光束形成与使用PBS照射相比,吸收的场外剂量增加了5倍,在快中子的情况下,增加了大约10倍。这些剂量与传统光子放射治疗产生的散射辐射的有害暴露相当。结论测量剂量量的空间分布支持空间分异质子放射治疗中使用栅格准直器形成光束的理论,其中伽马辐射和中子的主要来源是准直器。尽管如此,由于网格准直器对各种质子系统的适应性,它仍然是一个可行的选择。
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引用次数: 0
Knowledge-based automated radiation therapy treatment planning utilizing dose prediction with a 2.5D-U-Net 利用2.5D-U-Net剂量预测的基于知识的自动放射治疗治疗计划
IF 2.7 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-11-01 DOI: 10.1016/j.ejmp.2025.105199
H. Oppitz , M. Eckl , K. Siebenlist , J. Boda-Heggemann , Y. Abo-Madyan , F.A. Giordano , J. Hesser , J. Fleckenstein

Purpose

Inverse treatment planning (ITP) in intensity modulated radiation therapy (IMRT) involves the specification of dose constraints as objective functions. These are manually and iteratively adjusted during planning to achieve patient-specific optimal outcomes. We propose a knowledge-based treatment planning (KBP) solution using deep learning to automate ITP.

Methods

KBP is tested for prostate and breast volumetric modulated arc therapy. A 2.5D-U-Net is optimized for dose prediction using 72/66 treatment plans obtained from manual planning (MP). The dose prediction model is then used to derive personalized optimization parameters to control ITP for 12 test patient datasets each (60/50Gy prescription dose). For inference, MP and KBP outcomes are compared using DVH metrics, plan quality metric (PQM) and blinded expert rating.

Results

Median differences (MD) between MP and KBP are maximum 0.5Gy in absolute values for prostate organs at risk (OAR) mean doses. MD in V56Gy is 0.4cc for rectum and bladder. For breast treatment, absolute MD values for OAR mean doses are maximum 0.4Gy. MD in V20Gy of the ipsilateral lung is -1.0%. MD in PQM is 0.2% and 2.9% for prostate and breast, respectively. According to expert rating, in none of the test cases KBP provides a markedly worse plan than MP.

Conclusion

We developed a KBP solution for ITP of IMRT that is able to automatically generate treatment plans with similar quality when compared to MP. This has the potential to facilitate and accelerate ITP while ensuring high treatment plan quality.
目的调强放疗(IMRT)中的逆治疗计划(ITP)涉及剂量约束的目标函数。这些都是在计划期间手动和迭代调整,以达到患者特定的最佳结果。我们提出了一种基于知识的治疗计划(KBP)解决方案,使用深度学习来自动化ITP。方法在前列腺和乳腺体积调节弧线治疗中检测skbp。2.5D-U-Net使用从手动计划(MP)获得的72/66治疗方案进行剂量预测。然后使用剂量预测模型推导个性化优化参数,以控制12个试验患者数据集(60/50Gy处方剂量)的ITP。为了进行推断,MP和KBP结果使用DVH指标,计划质量指标(PQM)和盲法专家评级进行比较。结果MP和KBP在前列腺器官危险(OAR)平均剂量绝对值上的中位差异(MD)最大为0.5Gy。V56Gy中直肠和膀胱的MD为0.4cc。对于乳腺治疗,OAR平均剂量的绝对MD值最高为0.4Gy。同侧肺V20Gy的MD为-1.0%。前列腺和乳腺PQM的MD分别为0.2%和2.9%。根据专家的评价,在所有的测试用例中,KBP提供的计划都没有MP差。结论:我们开发了一种用于IMRT ITP的KBP解决方案,该方案能够自动生成与MP相比具有相似质量的治疗方案。这有可能促进和加速ITP,同时确保高治疗计划质量。
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引用次数: 0
Lung cancer screening CT acquisition protocols for three generations of CT systems conforming to German legislation 肺癌筛查CT采集协议的三代CT系统符合德国立法
IF 2.7 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-24 DOI: 10.1016/j.ejmp.2025.105208
Stefan Sawall , Joscha Maier , Christian H. Ziener , Heinz-Peter Schlemmer , Thuy D. Do , Hans-Ulrich Kauczor , Stefan O. Schoenberg , Matthias F. Froelich , Marc Kachelrieß

Objective

Develop a computed tomography (CT) acquisition protocol for lung cancer screening compliant with German legislation across three CT system generations, addressing standardization of image quality and radiation dose amid technical variability.

Materials and methods

Three CT systems, a first-generation dual-source energy-integrating (EID) CT (Somatom Flash), a second-generation dual-source EID CT (Somatom Force), and a photon-counting CT (Naeotom Alpha), were evaluated. An anthropomorphic thorax phantom with fat rings was used to simulate small, medium, and large patients and included lesions with 150 HU contrast. Image quality was quantified via contrast-to-noise ratio (CNR) at multiple dose levels. Focus was placed on the system-specific adaptation of acquisition and reconstruction parameters, reflecting the challenges faced in harmonizing imaging protocols across diverse hardware generations.

Results

At matched CTDI, CNR varied markedly, with newer systems performing best. Thicker slices improved CNR. To reach the defined target of a CNR of 2.2 on 3.0 mm slices, the required CTDI were, in the small phantom, Flash and Force about 0.37 mGy and Alpha 0.26–0.19 mGy. In the medium phantom, Flash 1.30 mGy, Force about 0.96 mGy, and Alpha 0.46–0.24 mGy. In the large phantom, Flash 3.34 mGy, Force 5.15 mGy, and Alpha 2.08–0.69 mGy. Required dose increased with phantom size and differed by system generation, underscoring the clinical difficulty of “one-size-fits-all” dose specifications.

Conclusions

Uniform protocol implementation across CT platforms is challenged by hardware and reconstruction disparities. Patient-size-adapted and system-specific protocols are essential to balance diagnostic performance and radiation safety for future lung cancer screening programs.
目的:制定符合德国立法的肺癌筛查计算机断层扫描(CT)采集方案,解决技术变异性下图像质量和辐射剂量的标准化问题。材料与方法对第一代双源能量积分(EID) CT (Somatom Flash)、第二代双源能量积分(EID) CT (Somatom Force)和光子计数CT (Naeotom Alpha)三种CT系统进行了评价。采用带有脂肪环的拟人胸腔幻影来模拟小、中、大患者,并包括150 HU造影剂的病变。在多个剂量水平下,通过对比噪声比(CNR)量化图像质量。重点放在采集和重建参数的系统特定适应上,反映了在协调不同硬件世代的成像协议所面临的挑战。结果sat匹配CTDI, CNR差异显著,新系统表现最好。较厚的薄片提高了CNR。为了在3.0 mm切片上达到定义的CNR为2.2的目标,所需的CTDI在小模型中,Flash和Force约为0.37 mGy, Alpha约为0.26-0.19 mGy。在中幻体中,Flash为1.30 mGy, Force为0.96 mGy, Alpha为0.46-0.24 mGy。在大幻影中,Flash为3.34 mGy, Force为5.15 mGy, Alpha为2.08-0.69 mGy。所需剂量随幻体尺寸的增加而增加,随系统的产生而不同,强调了“一刀切”剂量规格的临床难度。结论CT平台统一协议的实现受到硬件和重建差异的挑战。在未来的肺癌筛查项目中,适应患者大小和系统特异性的方案对于平衡诊断性能和辐射安全性至关重要。
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引用次数: 0
Radiography for in-flight health assessment in the framework of astronauts’ healthcare: a new field for medical physics? 在宇航员医疗保健框架中用于飞行健康评估的放射照相:医学物理学的一个新领域?
IF 2.7 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-23 DOI: 10.1016/j.ejmp.2025.105197
Laura Antonia Cerbone

Objective

The recent acquisition of the first-ever hand radiography in low Earth orbit marked a milestone for X-ray imaging in space, motivating further research for the development of space-adapted devices. This review intends to provide an overview of the current state of X-ray imaging technologies for space applications, analysed within the framework of astronauts’ healthcare assessment, highlighting the role of medical physicists in advancing this field.

Methods

An initial search was conducted on PubMed using keywords related to radiography and spaceflight. A further selection was performed by screening the reference lists of pertinent papers that emerged in the initial search.

Results

This review shows medical conditions that may pose risks to astronauts during spaceflight and could benefit from X-ray imaging for diagnosis or treatment. Currently available technology for in-flight X-ray imaging is presented. Gender-specific aspects have been considered. Critical aspects identified include device limitations, sources of image deterioration, the need for quality assessment and dosimetry studies.

Conclusions

A strong interest in the use of radiography in space emerged. However, to date, only one radiographic image has been acquired in low Earth orbit. Further research is needed to identify adequate hardware and to investigate the feasibility, image quality, and radiation dose for in-flight radiographic imaging. Quality assurance procedures should possibly be adapted to the space environment. The role of medical physicists in this context is central, and specific attention to this field is desirable to address the challenges outlined.
最近首次获得近地轨道手部x射线成像,标志着空间x射线成像的一个里程碑,推动了空间适应设备的进一步研究。本综述旨在概述用于空间应用的x射线成像技术的现状,并在宇航员保健评估的框架内进行分析,突出医学物理学家在推进这一领域的作用。方法利用放射学和航天相关关键词在PubMed上进行初步检索。进一步的选择是通过筛选在最初搜索中出现的相关论文的参考文献列表来进行的。该综述显示了在太空飞行中可能对宇航员构成风险的医学状况,可以从x射线成像中进行诊断或治疗。介绍了目前可用的飞行x射线成像技术。已经审议了具体性别方面的问题。确定的关键方面包括设备限制、图像恶化的来源、质量评估和剂量学研究的需要。结论放射照相技术在太空中的应用引起了人们的强烈兴趣。然而,迄今为止,在近地轨道上只获得了一张射线照相图像。需要进一步的研究来确定足够的硬件,并调查飞行中放射成像的可行性、图像质量和辐射剂量。质量保证程序应尽可能适应空间环境。在这种情况下,医学物理学家的作用是核心的,需要特别关注这一领域,以解决所概述的挑战。
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引用次数: 0
A simplified numerical model for Compton cameras efficiency and spatial resolution estimation 康普顿相机效率和空间分辨率估计的简化数值模型
IF 2.7 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-23 DOI: 10.1016/j.ejmp.2025.105190
Aicha Bourkadi Idrissi, Ilenia D’Adda, Giacomo Borghi, Marco Carminati, Carlo Fiorini

Background and objective:

One of the main advantages of Compton Cameras (CC) with respect to mechanically collimated gamma cameras is a potentially higher efficiency, which is a key feature for imaging devices developed for applications such as emission tomography in nuclear medicine or radioactive environmental monitoring. Several Monte Carlo (MC) simulation toolkits are available to study the optimal detector configuration with good accuracy but generally low computational efficiency.

Methods:

Here, we propose a simplified numerical model of the classical two-tier CC for multi-parameter optimization via stochastic simulations. Designed as a user-friendly, low-cost alternative to traditional Monte Carlo tools, it helps estimate system efficiency and reduce the need for extensive simulations. The model calculates scatter and absorber efficiencies, both geometrical and intrinsic, based on inputs that include detector dimensions, distances, material density, and cross-sections, and outputs partial and total detection efficiencies.

Results:

The impact of the principal geometrical and physical parameters on the total efficiency has been analyzed for a heterogeneous CC for hadron therapy featuring GAGG and LYSO scintillators as scatter and absorber detectors, respectively. The results were validated through ANTS2 simulation package (Morozov et al., 2016) and a GATE (Allison et al., 2016) simulated data of a CC available in literature (Barrientos et al., 2023), showing good agreement, confirming the model’s reliability.

Conclusion:

The developed tool estimates the impact of various parameters on system efficiency in just a few minutes per CC configuration, significantly faster than conventional Monte Carlo simulations, which typically take several hours.
背景与目的:相对于机械准直伽马相机,康普顿相机(CC)的主要优势之一是潜在的更高效率,这是核医学或放射性环境监测中发射断层扫描等成像设备开发的关键特征。目前已有几种蒙特卡罗(MC)仿真工具可用于研究最优探测器配置,它们具有较好的精度,但通常计算效率较低。方法:本文提出了一个简化的经典两层CC的数值模型,通过随机模拟进行多参数优化。作为传统蒙特卡罗工具的一种用户友好、低成本的替代品,它有助于估计系统效率并减少对大量模拟的需求。该模型基于探测器尺寸、距离、材料密度和横截面等输入,计算几何和内在的散射和吸收效率,并输出部分和总探测效率。结果:分析了以GAGG和LYSO闪烁体分别作为散射和吸收探测器的非均质CC强子治疗的主要几何和物理参数对总效率的影响。通过ANTS2模拟包(Morozov等人,2016)和GATE (Allison等人,2016)对文献中可用的CC模拟数据(Barrientos等人,2023)对结果进行验证,结果吻合良好,证实了模型的可靠性。结论:开发的工具可以在每CC配置几分钟内估计各种参数对系统效率的影响,明显快于传统蒙特卡罗模拟,通常需要几个小时。
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引用次数: 0
On the robustness of the Transit-Guided Radiation Therapy technique against variations in linac operating conditions 交通引导放射治疗技术对直线操作条件变化的鲁棒性
IF 2.7 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-23 DOI: 10.1016/j.ejmp.2025.105206
Artur Latorre-Musoll , Sergi Serrano-Rueda , Núria Jornet , Josep Sempau

Purpose

To evaluate the robustness of the Transit-Guided Radiation Therapy (TGRT) technique against variations in linac operating conditions using Monte Carlo simulations.

Methods

End-to-end simulations using PRIMO and PENELOPE/penEasy software were conducted to simulate radiation beams and transit portal images (TPIs) of ten clinical plans under unaltered and modified scenarios (including changes in output dose, beam symmetry, EPID strip sensitivity, and MLC positions). The TGRT technique was used to estimate patient position errors from the TPIs with known errors introduced. Residual errors post-TGRT correction, relative to the magnitude of the known errors, served as a figure of merit for TGRT performance. Results from the modified scenarios were compared to unaltered ones to assess the impact of the modifications on TGRT performance.

Results

TGRT performance was impaired at rates ranging from 0.0135 to 0.0439 per percentage change in output dose, beam symmetry and EPID strip sensitivity. For changes in MLC positions the impairing rate was 0.28/mm. Given that the TGRT performance was 0.44 ± 0.19 under reference conditions, minor changes in linac operating conditions (within typical machine QA tolerances) resulted in negligible impairment of TGRT performance. No overcorrections were observed within these tolerances.

Conclusions

The TGRT technique demonstrates high resilience to variations in linac operating conditions, maintaining performance within clinically acceptable limits. These findings support the robustness of TGRT for clinical application, ensuring reliable patient position monitoring and correction in radiotherapy treatments.
目的利用蒙特卡罗模拟方法评估交通引导放射治疗(TGRT)技术对直线操作条件变化的鲁棒性。方法采用PRIMO和PENELOPE/penEasy软件进行端到端模拟,模拟10种临床方案在未改变和修改的情况下(包括输出剂量、光束对称性、EPID条带灵敏度和MLC位置的变化)的辐射束和过境门图像(tpi)。在引入已知误差的情况下,使用TGRT技术从tpi中估计患者的位置误差。TGRT校正后的残差,相对于已知误差的大小,作为TGRT性能的优劣指标。将修改方案的结果与未修改方案的结果进行比较,以评估修改对TGRT性能的影响。结果输出剂量、光束对称性和EPID条带灵敏度每变化0.0135 ~ 0.0439个百分点,stgrt性能受到影响。对于MLC位置的变化,损伤率为0.28/mm。考虑到参考条件下的TGRT性能为0.44±0.19,直线运行条件的微小变化(在典型机器QA公差范围内)导致TGRT性能的可忽略不计的损害。在这些公差范围内未观察到过校正。结论TGRT技术对直线操作条件的变化具有很高的弹性,将性能保持在临床可接受的范围内。这些发现支持了TGRT在临床应用中的稳健性,确保了放疗治疗中可靠的患者位置监测和纠正。
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引用次数: 0
Automatic target delineation for online adaptive H&N IMPT with a plan library approach – A feasibility study 基于计划库方法的在线自适应H&N IMPT自动目标描述-可行性研究
IF 2.7 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-23 DOI: 10.1016/j.ejmp.2025.105191
M.K. Giżyńska , M. Oud , S. Breedveld , B.J.M. Heijmen , M. Hoogeman

Purpose

Plan library (PL) based, online adaptive intensity modulated proton therapy (IMPT) was recently proposed for head-and-neck (HN) cancer. In this approach, a set of robust treatment plans is generated prior to the fractionated treatment, each with a different setup robustness (SR) setting. Each fraction, one of the plans is automatically selected for treatment, based on target coverage in the daily repeat-CT (rCT). For clinical implementation, fast and accurate automated target delineation is required. We tested feasibility of using clinically available auto-contouring methods.

Methods

For 15 HN patients with in total 67 rCTs with manually generated ground truth (GT) CTV7000 and CTV5425 contours, these contours were also generated with 19 auto-contouring approaches available in commercial software. Auto-contouring was compared to GT regarding contour metrics, selected plans, achieved target coverage and predicted Normal Tissue Complication Probabilities (NTCP).

Results

With the five most promising auto-contouring methods, in 66–72 % of rCTs the same plan was selected as for GT contours, while in 19–26 % of other rCTs, plans with a larger SR were selected, assuring uncompromised target coverage. The 90-percentile near-minimum V95% for CTV7000 was 96.9 %/>97.6 % for selection based on GT/five best performing auto-contouring methods. For 1/15 patients target coverage was reduced. Auto-contour usage in PL-based on-line adaptive IMPT resulted in small NTCP increases, but these were much smaller than the reported NTCP reductions comparing PL-based on-line adaptive with current off-line adaptive IMPT.

Conclusions

Carefully selected commercially available auto-contouring for plan library based on-line adaptive IMPT generally resulted in adequate patient dose.
目的:基于计划库(PL)的在线自适应强度调制质子治疗(IMPT)最近被提出用于头颈癌(HN)。在这种方法中,在分馏处理之前生成一组健壮的处理计划,每个计划都具有不同的设置健壮性(SR)设置。根据每日重复ct (rCT)的目标覆盖率,自动选择每个部分中的一个方案进行治疗。对于临床应用,需要快速准确的自动靶标描绘。我们测试了使用临床可用的自动轮廓方法的可行性。方法对15例HN患者共67项随机对照试验(rct),手工生成ground truth (GT) CTV7000和CTV5425轮廓,这些轮廓也使用19种商业软件中可用的自动轮廓方法生成。自动轮廓与GT在轮廓指标、选择方案、实现目标覆盖率和预测正常组织并发症概率(NTCP)方面进行了比较。结果在5种最有希望的自动轮廓方法中,66 - 72%的rct选择了与GT轮廓相同的计划,而在19 - 26%的其他rct中,选择了具有更大SR的计划,以确保不影响目标覆盖。CTV7000的90百分位近最小V95%为96.9% /> 97.6%,选择基于GT/五种性能最佳的自动轮廓方法。1/15患者的目标覆盖率降低。在基于pl的在线自适应IMPT中,自动轮廓的使用导致了少量的NTCP增加,但这远远小于将基于pl的在线自适应IMPT与当前离线自适应IMPT进行比较所报告的NTCP减少。结论谨慎选择市售的基于在线自适应IMPT的计划库自动轮廓,通常可获得足够的患者剂量。
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引用次数: 0
Point cloud dosimetry framework for preclinical microbeam radiation therapy 临床前微束放射治疗的点云剂量测定框架。
IF 2.7 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-21 DOI: 10.1016/j.ejmp.2025.105198
Jack Humphreys , Christopher White , Florian Mentzel , David Bolst , Jason Paino , Ah Chung Tsoi , Lorenzo Arsini , Franco Scarselli , Carlo Mancini-Terracciano , Anatoly Rosenfeld , Moeava Tehei , Stéphanie Corde , Michael Lerch , Susanna Guatelli , Markus Hagenbuchner

Background:

Microbeam Radiation Therapy (MRT) is an emerging radiotherapy technique which is currently at the research stage. In order to further progress from research, toward clinical deployment, it is essential to develop a reliable and accurate dose engine such as Monte Carlo (MC) simulations.

Purpose:

MC execution times are far too long for practical, clinical applications. In previous studies, we used a 3D U-Net, trained with Geant4 MC simulations, to calculate the dose in digital rat phantoms. This choice of model imposes significant scalability challenges in the case of larger geometries. Casting MRT dose prediction as a 3D point cloud regression problem is a flexible and extensible solution to overcoming many of these hurdles. This problem formulation requires the use of point-based models which are unproven for the task of MRT dose prediction.

Methods:

In order to assay the viability of this family of models on this task, the SphereFormer is trained to accurately replicate the gold standard MC dosimetry on uniform voxel grids.

Results:

Furthermore, the benefits of the scalability of this method are demonstrated by the utilisation of out-of-field information to significantly improve over the existing state-of-the-art results on valley dose prediction, being accurate to within 3% for at least 84.1% of voxels compared with 78.2% for the baseline.

Conclusion:

This paper serves as a proof-of-concept study for the application of 3D point cloud methods to MRT dose prediction and marks the first time such a method have been applied to dosimetry in general.
背景:微束放射治疗(MRT)是一种新兴的放射治疗技术,目前尚处于研究阶段。为了进一步从研究进展到临床应用,开发可靠、准确的剂量引擎如蒙特卡罗(MC)模拟是必不可少的。目的:MC执行时间对于实际的临床应用来说太长了。在之前的研究中,我们使用了3D U-Net,并进行了Geant4 MC模拟训练,以计算数字大鼠幻影中的剂量。在更大的几何形状的情况下,这种模型的选择带来了重大的可伸缩性挑战。将MRT剂量预测作为一个3D点云回归问题是克服许多这些障碍的灵活和可扩展的解决方案。这个问题的表述需要使用基于点的模型,而这些模型对于MRT剂量预测任务来说是未经证实的。方法:为了分析该系列模型在此任务中的可行性,SphereFormer经过训练,可以在均匀体素网格上准确地复制金标准MC剂量学。结果:此外,该方法的可扩展性的好处是通过利用场外信息来显着改善现有最先进的谷剂量预测结果,至少84.1%的体素的精度在3%以内,而基线的精度为78.2%。结论:本文为3D点云方法在MRT剂量预测中的应用提供了概念验证性研究,标志着该方法首次被广泛应用于剂量学。
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引用次数: 0
Effect of gadolinium-based contrast media on intravoxel incoherent motion (IVIM) MRI parameters in brain imaging 钆基造影剂对脑成像体内非相干运动(IVIM) MRI参数的影响
IF 2.7 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-18 DOI: 10.1016/j.ejmp.2025.105172
Lei Wang , Qiyong Ai , Weitian Chen , Zongyou Cai , Ziqiang Yu , Jill Abrigo , Tiffany Y So

Purpose

Current intravoxel incoherent motion (IVIM) MRI protocols typically involve acquiring IVIM images before the injection of intravenous contrast media. The effect of contrast on IVIM model parameters remains unclear. This study aimed to assess the effect of intravenous gadolinium-based contrast media on IVIM parameters (f, D*, and D) in brain MRI.

Materials and methods

Thirty-one participants in the experimental contrast group (age 38.8 ± 8.81, 22 females, 9 males) and 31 participants in the control group (age 34.7 ± 9.68, 17 females, 14 males) were prospectively recruited. Pre-contrast, immediate post-contrast, and delayed post-contrast IVIM with 14b values following administration of gadoteric acid at 0.1 ml per kg body mass were performed in a 3.0 T MRI scanner. The IVIM parameters, and the nominal signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR) were calculated and compared between scans using repeated measures analysis of variance and paired t-tests.

Results

No baseline differences in IVIM parameters were observed in the control group across the three scans (p = 0.077 to 0.866). In the contrast group, there were reductions in regional f, D*, D, and ADC values between the pre-contrast to post-contrast scan, followed by a return towards baseline in the delayed phase (p < 0.050). SNR (p = 0.056 to 0.513) and CNR (p = 0.359 to 0.999) were not significantly different before and after contrast.

Conclusion

Potential alterations in f, D*, D, and ADC are observed following administration of gadolinium-based contrast media. These changes may require consideration when performing IVIM after other contrast sequences.
目前的体素内非相干运动(IVIM) MRI方案通常涉及在静脉注射造影剂之前获取IVIM图像。对比度对IVIM模型参数的影响尚不清楚。本研究旨在评估静脉注射钆基造影剂对脑MRI IVIM参数(f、D*和D)的影响。材料与方法前瞻性招募实验对照组31例(年龄38.8±8.81,女性22例,男性9例)和对照组31例(年龄34.7±9.68,女性17例,男性14例)。在3.0 T MRI扫描仪上以每公斤体重0.1 ml剂量给予gadoteracid后,进行造影前、造影后立即和延迟造影后14b值的IVIM。计算IVIM参数、名义信噪比(SNR)和对比噪声比(CNR),并使用重复测量方差分析和配对t检验比较扫描之间的差异。结果三次扫描中,对照组IVIM参数无基线差异(p = 0.077 ~ 0.866)。在对比组中,对比前和对比后扫描的区域f、D*、D和ADC值降低,随后在延迟期向基线恢复(p < 0.050)。对比前后SNR (p = 0.056 ~ 0.513)、CNR (p = 0.359 ~ 0.999)差异无统计学意义。结论注射钆造影剂后可观察到f、D*、D和ADC的变化。在其他对比序列之后执行IVIM时,可能需要考虑这些变化。
{"title":"Effect of gadolinium-based contrast media on intravoxel incoherent motion (IVIM) MRI parameters in brain imaging","authors":"Lei Wang ,&nbsp;Qiyong Ai ,&nbsp;Weitian Chen ,&nbsp;Zongyou Cai ,&nbsp;Ziqiang Yu ,&nbsp;Jill Abrigo ,&nbsp;Tiffany Y So","doi":"10.1016/j.ejmp.2025.105172","DOIUrl":"10.1016/j.ejmp.2025.105172","url":null,"abstract":"<div><h3>Purpose</h3><div>Current intravoxel incoherent motion (IVIM) MRI protocols typically involve acquiring IVIM images before the injection of intravenous contrast media. The effect of contrast on IVIM model parameters remains unclear. This study aimed to assess the effect of intravenous gadolinium-based contrast media on IVIM parameters (f, D*, and D) in brain MRI.</div></div><div><h3>Materials and methods</h3><div>Thirty-one participants in the experimental contrast group (age 38.8 ± 8.81, 22 females, 9 males) and 31 participants in the control group (age 34.7 ± 9.68, 17 females, 14 males) were prospectively recruited. Pre-contrast, immediate post-contrast, and delayed post-contrast IVIM with 14b values following administration of gadoteric acid at 0.1 ml per kg body mass were performed in a 3.0 T MRI scanner. The IVIM parameters, and the nominal signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR) were calculated and compared between scans using repeated measures analysis of variance and paired t-tests.</div></div><div><h3>Results</h3><div>No baseline differences in IVIM parameters were observed in the control group across the three scans (p = 0.077 to 0.866). In the contrast group, there were reductions in regional f, D*, D, and ADC values between the pre-contrast to post-contrast scan, followed by a return towards baseline in the delayed phase (p &lt; 0.050). SNR (p = 0.056 to 0.513) and CNR (p = 0.359 to 0.999) were not significantly different before and after contrast.</div></div><div><h3>Conclusion</h3><div>Potential alterations in f, D*, D, and ADC are observed following administration of gadolinium-based contrast media. These changes may require consideration when performing IVIM after other contrast sequences.</div></div>","PeriodicalId":56092,"journal":{"name":"Physica Medica-European Journal of Medical Physics","volume":"139 ","pages":"Article 105172"},"PeriodicalIF":2.7,"publicationDate":"2025-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145322449","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Timing or criteria to trigger adaptive radiotherapy (ART) for nasopharyngeal carcinoma (NPC): A systematic review 触发鼻咽癌(NPC)适应性放疗(ART)的时机或标准:一项系统综述
IF 2.7 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-10-18 DOI: 10.1016/j.ejmp.2025.105203
Jia Ding Wong , Aik Hao Ng , Li Kuo Tan , Jeannie Hsiu Ding Wong

Introduction

Nasopharyngeal carcinoma (NPC), prevalent in Southern China and Southeast Asia, is primarily treated with radiation therapy (RT) and concurrent chemoradiotherapy (CCRT). Due to its anatomical complexity and changes during treatment, adaptive radiotherapy (ART) is employed to adjust plans mid-course. However, ART is time-consuming and labor intensive. This systematic review aims to summarize and analyze the timepoints and criteria used to trigger replanning in NPC patients undergoing ART.

Methods

A systematic search was conducted in PubMed and Scopus to identify studies reporting on the timing or criteria for replanning in NPC patients treated with ART. Eligible studies were screened, and relevant data were extracted.

Results

51 studies met the inclusion criteria. Among these, 42 recommended a single replanning session, 3 suggested one or two sessions depending on individual factors, 4 proposed two sessions, and 2 recommended three. Week 5 was the most frequently reported timepoint for initiating ART, followed by weeks 4 and 3. Tumor volume reduction was a common criterion. Changes in parotid gland anatomy and dosimetric parameters were frequently cited due to their relevance as organs at risk. Body weight loss was a triggering factor in eleven studies, while four studies highlighted ill-fitted masks as indicators for ART initiation.

Conclusion

There is notable variability in the timing or criteria for initiating ART in NPC patients. Prospective studies are necessary to develop evidence-based ART guidelines and protocols.
鼻咽癌(NPC)常见于中国南部和东南亚,主要采用放射治疗(RT)和同步放化疗(CCRT)治疗。由于其解剖的复杂性和治疗过程中的变化,适应性放疗(ART)被用于中期调整计划。然而,抗逆转录病毒治疗耗时耗力。本系统综述旨在总结和分析鼻咽癌患者接受ART时触发重新计划的时间点和标准。方法在PubMed和Scopus中系统检索关于鼻咽癌患者ART治疗后重新计划时间或标准的研究。筛选符合条件的研究,提取相关数据。结果51项研究符合纳入标准。其中,42个建议举行一次重新规划会议,3个建议根据个别因素举行一次或两次会议,4个建议举行两次会议,2个建议举行三次会议。第5周是开始抗逆转录病毒治疗最常见的时间点,其次是第4周和第3周。肿瘤体积缩小是常见的诊断标准。腮腺解剖结构和剂量学参数的变化经常被引用,因为它们与危险器官有关。在11项研究中,体重减轻是一个触发因素,而4项研究强调不合适的口罩是抗逆转录病毒治疗开始的指标。结论鼻咽癌患者开始ART治疗的时间和标准存在显著差异。前瞻性研究对于制定基于证据的抗逆转录病毒治疗指南和方案是必要的。
{"title":"Timing or criteria to trigger adaptive radiotherapy (ART) for nasopharyngeal carcinoma (NPC): A systematic review","authors":"Jia Ding Wong ,&nbsp;Aik Hao Ng ,&nbsp;Li Kuo Tan ,&nbsp;Jeannie Hsiu Ding Wong","doi":"10.1016/j.ejmp.2025.105203","DOIUrl":"10.1016/j.ejmp.2025.105203","url":null,"abstract":"<div><h3>Introduction</h3><div>Nasopharyngeal carcinoma (NPC), prevalent in Southern China and Southeast Asia, is primarily treated with radiation therapy (RT) and concurrent chemoradiotherapy (CCRT). Due to its anatomical complexity and changes during treatment, adaptive radiotherapy (ART) is employed to adjust plans mid-course. However, ART is time-consuming and labor intensive. This systematic review aims to summarize and analyze the timepoints and criteria used to trigger replanning in NPC patients undergoing ART.</div></div><div><h3>Methods</h3><div>A systematic search was conducted in PubMed and Scopus to identify studies reporting on the timing or criteria for replanning in NPC patients treated with ART. Eligible studies were screened, and relevant data were extracted.</div></div><div><h3>Results</h3><div>51 studies met the inclusion criteria. Among these, 42 recommended a single replanning session, 3 suggested one or two sessions depending on individual factors, 4 proposed two sessions, and 2 recommended three. Week 5 was the most frequently reported timepoint for initiating ART, followed by weeks 4 and 3. Tumor volume reduction was a common criterion. Changes in parotid gland anatomy and dosimetric parameters were frequently cited due to their relevance as organs at risk. Body weight loss was a triggering factor in eleven studies, while four studies highlighted ill-fitted masks as indicators for ART initiation.</div></div><div><h3>Conclusion</h3><div>There is notable variability in the timing or criteria for initiating ART in NPC patients. Prospective studies are necessary to develop evidence-based ART guidelines and protocols.</div></div>","PeriodicalId":56092,"journal":{"name":"Physica Medica-European Journal of Medical Physics","volume":"139 ","pages":"Article 105203"},"PeriodicalIF":2.7,"publicationDate":"2025-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145322450","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Physica Medica-European Journal of Medical Physics
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