质子治疗应用中光谱测量Timepix3读出参数的配置。

IF 3.3 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Physica Medica-European Journal of Medical Physics Pub Date : 2025-01-17 DOI:10.1016/j.ejmp.2024.104885
Paulina Stasica-Dudek, Cristina Oancea, Carlos Granja, Konrad Guguła, Jan Jakubek, Renata Kopeć, Dawid Krzempek, Michal Matous, Antoni Rucinski, Marzena Rydygier, Jan Gajewski
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引用次数: 0

摘要

目的:随着质子治疗的使用越来越多,人们越来越重视将辐射质量作为治疗方案优化的一个因素,通常通过线性能量转移来量化。Timepix探测器提供对质子线性能量转移表征有用的能量敏感粒子跟踪。为了提高探测器在质子治疗中产生的混合辐射场中的性能,我们定制了探测器设置并进行了逐像素能量校准。方法:自定义检测阈值和每像素信号整形时间(IKrum电流),并对MiniPIX Timepix3进行能量校准。利用α源和临床质子束以及蒙特卡罗模拟验证了探测器的校准。在光谱饱和度和像素占用方面,对探测器性能的影响进行了评估。结果:质子束测量结果与模拟结果吻合较好。通过自定义设置,扩展了探测器数据驱动模式下的可测能量范围,信号持续时间减少了80%,而像素时间占用减少的产量取决于占用的像素数量。对于用质子束进行的测量,由于阈值的增加,占用像素的数量进一步减少了40%。结论:定制的Timepix3探测器配置允许在数据驱动模式下减少像素占用和缓解信号饱和,而不会显著干扰能量沉积测量。所提出的方法能够扩展操作范围,包括粒子放射治疗环境中的更高强度和混合辐射场。
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Configuration of Timepix3 read-out parameters for spectral measurements in proton therapy applications.

Purpose: With the increasing use of proton therapy, there is a growing emphasis on including radiation quality, often quantified by linear energy transfer, as a treatment plan optimization factor. The Timepix detectors offer energy-sensitive particle tracking useful for the characterization of proton linear energy transfer. To improve the detector's performance in mixed radiation fields produced in proton therapy, we customized the detector settings and performed the per-pixel energy calibration.

Methods: The detection threshold and per-pixel signal shaping time (IKrum current) were customized, and energy calibration was performed for MiniPIX Timepix3. The detector calibration was verified using α source and clinical proton beams, as well as Monte Carlo simulations. The effects on the detector's performance, in terms of spectral saturation and pixel occupancy, were evaluated.

Results: Measurements with proton beams showed a good agreement with simulations. With the customized settings, the measurable energy range in the detector data-driven mode was extended, and the signal duration time was reduced by 80%, while the yield of pixel time occupancy reduction depends on the number of occupied pixels. For performed measurements with proton beams, the number of occupied pixels was further reduced up to 40% due to the increased threshold.

Conclusions: Customized detector configuration of the Timepix3 detector allowed for reduced pixel occupancy and mitigation of signal saturation in a data-driven mode without significantly interfering with the energy deposition measurement. The presented approach enables the extension of the operational range, including higher intensities and mixed-radiation fields in particle radiotherapy environments.

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来源期刊
CiteScore
6.80
自引率
14.70%
发文量
493
审稿时长
78 days
期刊介绍: Physica Medica, European Journal of Medical Physics, publishing with Elsevier from 2007, provides an international forum for research and reviews on the following main topics: Medical Imaging Radiation Therapy Radiation Protection Measuring Systems and Signal Processing Education and training in Medical Physics Professional issues in Medical Physics.
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