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Towards automated quality assurance for intensity modulated radiation therapy: film densitometry

机译:迈向强度调制放射疗法的自动化质量保证:膜密度法

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Intensity Modulated Radiation Therapy (IMRT) clinical implementation requires manpower-intensive dose distribution measurements and comparisons against calculations. The authors are developing an automated system to prepare, acquire, analyze, and report the QA results. At the heart of the IMRT QA process is the measurement of multidimensional dose distributions, which in the authors' case will be measured using radiographic film. The availability of high quality, relatively inexpensive, document and transparency scanners has led the authors to investigate their use as quantitative densitometers. The investigated system uses a linear amplifier, digitizing gray-scale images to 12 bits with 0.169 mm/sup 2/ pixels. Calibration of the reading was conducted using a calibrated photographic step tablet that was placed on the scanner bed for every image. Scanning one-dimensional array densitometers acquire optical density distributions efficiently but suffer from light-scatter artifacts that lead to inaccurate dosimetry measurements, especially in high dose gradient regions. The scanner light-spread function was determined by scanning a narrow open strip placed in the CCD detector and scanning orientations. The light scatter artifact was negligible in the scanning direction, but was significant in the detector direction. Subsequent scans were smoothed using a zero-phase two-dimensional Wiener filter and corrected for the scatter artifact using deconvolution. Pixel-to-pixel noise was better than 2% for optical densities ranging from 0.4 to 2.0 and 0 to 2.7 for the unfiltered and filtered images, respectively. Preliminary results indicate that using the intensity and scatter corrections, the system may provide accurate and precise measurements up to an optical density of 2.0.
机译:调强放射疗法(IMRT)的临床实施需要人力密集的剂量分布测量以及与计算的比较。作者正在开发一个自动化系统,以准备,获取,分析和报告质量检查结果。 IMRT QA过程的核心是多维剂量分布的测量,在作者的情况下,将使用射线照相胶片进行测量。高质量,相对便宜的文件和透明度扫描仪的出现使作者们对其作为定量光密度计的用途进行了研究。被研究的系统使用线性放大器,以0.169 mm / sup 2 /像素将灰度图像数字化为12位。读数的校准是使用已校准的照相步进平板电脑进行的,该平板电脑被放置在扫描仪床上以获取每个图像。扫描一维阵列光密度计可有效地获取光密度分布,但会遭受光散射伪影的困扰,这些伪影会导致剂量学测量不准确,尤其是在高剂量梯度区域。扫描仪的光传播功能是通过扫描放置在CCD检测器中的狭窄开口条和扫描方向来确定的。在扫描方向上的光散射伪影可忽略不计,但在检测器方向上显着。随后的扫描使用零相位二维维纳滤波器进行平滑处理,并使用去卷积校正散射伪影。对于未过滤和过滤后的图像,光密度分别为0.4到2.0和0到2.7时,像素间的噪声优于2%。初步结果表明,使用强度和散射校正,系统可以提供高达2.0的光密度的精确测量。

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