Department of Biomedical Engineering, School of Life Science, Beijing Institute of Technology, Beijing, China.
Department of Engineering Physics, Tsinghua University, Beijing, China.
Radiat Oncol. 2021 Dec 4;16(1):232. doi: 10.1186/s13014-021-01953-9.
Intensity-modulated radiation therapy (IMRT) and volume-modulated arc therapy (VMAT) are rather complex treatment techniques and require patient-specific quality assurance procedures. Electronic portal imaging devices (EPID) are increasingly used in the verification of radiation therapy (RT). This work aims to develop a novel model to predict the EPID transmission image (TI) with fluence maps from the RT plan. The predicted TI is compared with the measured TI for in vivo treatment verification.
The fluence map was extracted from the RT plan and corrections of penumbra, response, global field output, attenuation, and scatter were applied before the TI was calculated. The parameters used in the model were calculated separately for central axis and off-axis points using a series of EPID measurement data. Our model was evaluated using a CIRS thorax phantom and 20 clinical plans (10 IMRT and 10 VMAT) optimized for head and neck, breast, and rectum treatments.
Comparisons of the predicted and measured images were carried out using a global gamma analysis of 3%/2 mm (10% threshold) to validate the accuracy of the model. The gamma pass rates for IMRT and VMAT were greater than 97.2% and 94.5% at 3%/2 mm, respectively.
We have developed an accurate and straightforward EPID-based quality assurance model that can potentially be used for in vivo treatment verification of the IMRT and VMAT delivery.
调强放射治疗(IMRT)和容积调强弧形治疗(VMAT)是相当复杂的治疗技术,需要特定于患者的质量保证程序。电子射野影像装置(EPID)越来越多地用于放射治疗(RT)的验证。本工作旨在开发一种新的模型,用 RT 计划中的通量图来预测 EPID 透射图像(TI)。预测的 TI 与体内治疗验证的测量 TI 进行比较。
从 RT 计划中提取通量图,并在计算 TI 之前应用了边缘、响应、全场输出、衰减和散射的校正。模型中使用的参数分别使用一系列 EPID 测量数据为轴中和轴外点计算。我们的模型使用 CIRS 胸部体模和 20 个临床计划(10 个 IMRT 和 10 个 VMAT)进行了评估,这些计划针对头颈部、乳房和直肠治疗进行了优化。
使用 3%/2 毫米的全局伽马分析(10%的阈值)对预测和测量图像进行了比较,以验证模型的准确性。IMRT 和 VMAT 的伽马通过率分别大于 97.2%和 94.5%,在 3%/2 毫米处。
我们已经开发了一种准确且简单的基于 EPID 的质量保证模型,该模型可用于 IMRT 和 VMAT 输送的体内治疗验证。