Renner Wendel Dean, Norton Kevin, Holmes Timothy
Math Resolutions, LLC, Columbia, Maryland 21045-3841, USA.
J Appl Clin Med Phys. 2005 Fall;6(4):22-39. doi: 10.1120/jacmp.v6i4.2104. Epub 2005 Nov 21.
A method to convert integrated electronic portal imaging device (EPID) images to fluence for the purpose of reconstructing the dose to a phantom is investigated here for simple open fields. Ultimately, the goal is to develop a method to reconstruct the dose to patients. The EPID images are transformed into incident intensity fluence by spatial filtering with a deconvolution kernel. The kernel uses a general mathematical form derived from a Monte Carlo calculation of the point spread function of an EPID. The deconvolution kernel is fitted using a downhill search algorithm that minimizes the difference between the reconstructed dose and the dose measured in water. The beam profile "horns" that are removed by the EPID calibration procedure are restored to the resulting images by direct multiplication using the measured in-air off-axis ratio. Applying the fitted kernel to an EPID image provides the incident fluence for that beam. This beam fluence is then entered into an independent dose calculation algorithm for phantom or patient dose reconstruction. The phantom dose was computed to an accuracy of 2.0% of the dmax dose at one standard deviation. The method is general and can possibly be applied to any EPID equipped with an integration mode. We demonstrate the application of the fitted kernel in two clinical IMRT cases.
本文针对简单的开放射野,研究了一种将集成电子射野影像装置(EPID)图像转换为注量,以便对模体剂量进行重建的方法。最终目标是开发一种对患者剂量进行重建的方法。通过使用反卷积核进行空间滤波,将EPID图像转换为入射强度注量。该核采用从EPID点扩散函数的蒙特卡罗计算得出的一般数学形式。使用下山搜索算法对反卷积核进行拟合,该算法可使重建剂量与水中测量剂量之间的差异最小化。通过使用测量的空气中离轴比直接相乘,将被EPID校准程序去除的射野轮廓“角”恢复到所得图像中。将拟合的核应用于EPID图像可得到该射野的入射注量。然后将此射野注量输入独立的剂量计算算法中,用于模体或患者剂量重建。在一个标准差下,计算得到的模体剂量精度达到最大剂量(dmax)的2.0%。该方法具有通用性,可能适用于任何配备积分模式的EPID。我们展示了拟合核在两个临床调强放疗(IMRT)病例中的应用。