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Dose Calculation and Evaluation Modules in the Intelligent Radiotherapy Planning System

机译：智能放疗系统中的剂量计算与评估模块

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Objective: To design and develop our intelligent radiotherapy planning system, DeepIRT, we have designed and implemented a dose calculation based on the Monte Carlo algorithm and dose evaluation modules (DCEM). Materials and methods: The dose calculation module is based on the Monte Carlo Pencil Beam algorithm via ITK. We have also implemented the NTCP and TCP dose evaluation algorithm via ITK. According to reference CT images, Radiotherapy Structure Set(RS) and Radiotherapy Plan(RP) information files, dose calculation is performed on tumor volumes and organs at risk, and then the computed dose images are superimposed on its reference CT images and RS images by VTK and Qt for dose evaluation. In addition, the transparency of images can be adjusted to clearly see the dose distribution. Results and discussion: Our DCEM can compute dose and also can evaluate the computed dose by dosevolume-histograms, equal dose-lines, NTCP and TCP. By comparing the computed results with clinical TPS doses, we show that our DCEM can work.
机译：目的：设计和开发我们的智能放疗计划系统，我们已经根据蒙特卡罗算法和剂量评估模块（DCEM）设计和实施了一种剂量计算。材料和方法：剂量计算模块通过ITK基于Monte Carlo铅笔束算法。我们还通过ITK实现了NTCP和TCP剂量评估算法。根据参考CT图像，放射疗法结构组（RS）和放射疗法计划（RP）信息文件，对风险的肿瘤体积和器官进行剂量计算，然后计算的剂量图像叠加在其参考CT图像和RS图像上VTK和QT用于剂量评估。另外，可以调整图像的透明度以清楚地看到剂量分布。结果与讨论：我们的DCEM可以计算剂量，也可以通过Dosevolume-Tiotograms，相等的剂量线，NTCP和TCP评估计算的剂量。通过将计算的结果与临床TPS剂量进行比较，我们表明我们的DCEM可以工作。

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