DocumentCode :
1741342
Title :
Towards automated quality assurance for intensity modulated radiation therapy: film densitometry
Author :
Low, Daniel A. ; Markman, Jerry ; Dempsey, James F. ; Mutic, Sasa ; Klein, Eric E. ; Grigereit, Todd E. ; Purdy, James A.
Author_Institution :
Radiat. Oncology Center, Washington Univ. Sch. of Med., St. Louis, MO, USA
Volume :
1
fYear :
2000
fDate :
2000
Firstpage :
184
Abstract :
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 mm2 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
Keywords :
densitometry; medical image processing; quality control; radiation therapy; automated quality assurance; automated system; calibrated photographic step tablet; film densitometry; gray-scale images digitization; intensity modulated radiation therapy; light-scatter artifacts; manpower-intensive dose distribution measurements; multidimensional dose distributions; optical density distributions; radiographic film; scanning one-dimensional array densitometers; Density measurement; Intensity modulation; Light scattering; Optical arrays; Optical films; Optical filters; Optical noise; Optical scattering; Pixel; Quality assurance;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2000. Proceedings of the 22nd Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
ISSN :
1094-687X
Print_ISBN :
0-7803-6465-1
Type :
conf
DOI :
10.1109/IEMBS.2000.900700
Filename :
900700
Link To Document :
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