Abstract:Objective To study CT numbers correction of kilo-voltage cone-beam CT (KV-CBCT) images for dose calculation. Method Aligning the CBCT images with plan CT images, then obtain the background scatter by subtracting CT images from CBCT images. The background scatter is then processed by low-pass filter. The final CBCT images are acquired by subtracting the background scatter from the raw CBCT. KV-CBCT images of Catphan600 phantom and four patients with pelvic tumors were obtained with the linac-integrated CBCT system. The CBCT images were modified to correct the CT numbers. Finally, compare HU numbers between corrected CBCT and planning CT by paired T test. Evaluate the image quality and accuracy of dose calculation of the modified CBCT images. Results The proposed method reduces the artifacts of CBCT images significantly. The differences of CT numbers were 232 HU, 89 HU, 29 HU and 66 HU for air, fat, muscle and femoral head between CT and CBCT respectively (P=0.39,0.66,0.59,1).The differences of CT numbers between CT and CBCT was reduced to within 5 HU. And the error of dose calculation with corrected CBCT images was within 2%. Conclusions The CT numbers of corrected CBCT are similar with plan CT images and dose calculations based on the modified CBCT show good agreement with plan CT.
Wang Xuetao*,Bai Sen,Li Guangjun et al. Investigation of CT numbers correction of kilo-voltage cone-beam CT images for accurate dose calculation[J]. Chinese Journal of Radiation Oncology, 2015, 24(4): 457-461.
[1] Yan D, Vicini F, Wong J, et al. Adaptive radiation therapy[J]. Phys Med Biol,1997,42(1):123-132. [2] Jaffray DA, Siewerdsen JH, Wong JW, et al. Flat-panel cone-beam computed tomography for image-guided radiation therapy[J]. Int J Radiat Oncol Biol Phys,2002,53(5):1337-1349. [3] Oelfke U, Tücking T, Nill S, et al. Linac-integrated kV-cone beam CT:technical features and first applications[J]. Med Dosim,2006,31(1):62-70. [4] Oldham M, Létourneau D, Watt L, et al. Cone-beam-CT guided radiation therapy:a model for on-line application[J]. Radiother Oncol,2005,75(3):271-278. [5] Schulze R, Heil U, Gross D, et al. Artefacts in CBCT:a review[J]. Dentomaxillofac Radiol,2011,40(5):265-273.DOI:10.1259/dmfr/30642039. [6] Hatton J, Mccurdy B, Greer PB. Cone beam computerized tomography:the effect of calibration of the Hounsfield unit number to electron density on dose calculation accuracy for adaptive radiation therapy[J]. Phys Med Biol,2009,54(15):N329-346.DOI:10.1088/0031-9155/54/15/N01. [7] Stock M, Pasler M, Birkfellner W, et al. Image quality and stability of image-guided radiotherapy (IGRT) devices:a comparative study[J]. Radiother Oncol,2009,93(1):1-7. DOI:10.1016/j.radonc.2009.07.012. [8] Niu T, Sun M, Star-Lack J, et al. Shading correction for on-board cone-beam CT in radiation therapy using planning MDCT images[J]. Med Phys,2010,37(10):5395-5406. [9] Zhu L, Xie Y, Wang J, et al. Scatter correction for cone-beam CT in radiation therapy[J].Med Phys,2009,36(6):2258-2268. [10] Boone JM, Arnold BA, Seibert JA. Characterization of the point spread function and modulation transfer function of scattered radiation using a digital imaging system[J]. Med Phys,1986,13(2):254-256. [11] Kyriakou Y, Meyer M, Kalender WA. Technical note:comparing coherent and incoherent scatter effects for cone-beam CT[J]. Phys Med Biol,2008,53(10):N175-1-85. DOI:10.1088/0031-9155/53/10/N02. [12] Richter A, Hu Q, Steglich D, et al. Investigation of the usability of conebeam CT data sets for dose calculation[J/OL]. Radiat Oncol,2008,3:42[2013-12-25]. http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2648965/.DOI:10.1186/1748-717X-3-42. [13] Fotina I, Hopfgartner J, Stock M, et al. Feasibility of CBCT-based dose calculation:comparative analysis of HU adjustment techniques[J]. Radiother Oncol,2012,104(2):249-256. [14] Hu W, Ye J, Wang J, et al. Research Use of kilovoltage X-ray volume imaging in patient dose calculation for head-and-neck and partial brain radiation therapy[J]. 2010,5:29.DOI:10.1186/1748-717X-5-29. [15] Usui K, Ichimaru Y, Okumura Y, et al. Dose calculation with a cone beam CT image in image-guided radiation therapy[J]. Radiol Phys Technol,2013,6(1):107-114.DOI:10.1007/s12194-012-0176-z. [16] Mullen A, Kron T, Thomas J, et al. Variations in cone beam CT numbers as a function of patient size:in vivo demonstration in bladder cancer patients[J]. Med Imaging Radiat Oncol,2010,54(5):505-507.DOI:10.1111/j.1754-9485.2010.02203.x. [17] Poludniowski GG, Evans PM, Webb S. Cone beam computed tomography number errors and consequences for radiotherapy planning:an investigation of correction methods[J]. Int J Radiat Oncol Biol Phys,2012,84(1):109-114.DOI:10.1016/j.ijrobp.2012.02.019.