Dou Xin, Kim Yusung, Bayouth John E, Buatti John M, Wu Xiaodong
Department of Electrical and Computer Engineering, University of Iowa, Iowa City, IA, USA.
Med Dosim. 2013 Spring;38(1):12-7. doi: 10.1016/j.meddos.2012.05.001. Epub 2012 Jul 25.
To develop an optimal field-splitting algorithm of minimal complexity and verify the algorithm using head-and-neck (H&N) and female pelvic intensity-modulated radiotherapy (IMRT) cases. An optimal field-splitting algorithm was developed in which a large intensity map (IM) was split into multiple sub-IMs (≥2). The algorithm reduced the total complexity by minimizing the monitor units (MU) delivered and segment number of each sub-IM. The algorithm was verified through comparison studies with the algorithm as used in a commercial treatment planning system. Seven IMRT, H&N, and female pelvic cancer cases (54 IMs) were analyzed by MU, segment numbers, and dose distributions. The optimal field-splitting algorithm was found to reduce both total MU and the total number of segments. We found on average a 7.9 ± 11.8% and 9.6 ± 18.2% reduction in MU and segment numbers for H&N IMRT cases with an 11.9 ± 17.4% and 11.1 ± 13.7% reduction for female pelvic cases. The overall percent (absolute) reduction in the numbers of MU and segments were found to be on average -9.7 ± 14.6% (-15 ± 25 MU) and -10.3 ± 16.3% (-3 ± 5), respectively. In addition, all dose distributions from the optimal field-splitting method showed improved dose distributions. The optimal field-splitting algorithm shows considerable improvements in both total MU and total segment number. The algorithm is expected to be beneficial for the radiotherapy treatment of large-field IMRT.
开发一种复杂度最低的优化射野分割算法,并使用头颈(H&N)和女性盆腔调强放疗(IMRT)病例验证该算法。开发了一种优化射野分割算法,将大强度图(IM)分割为多个子IM(≥2)。该算法通过最小化每个子IM的监测单位(MU)和段数来降低总复杂度。通过与商业治疗计划系统中使用的算法进行比较研究来验证该算法。对7例IMRT、H&N和女性盆腔癌病例(54个IM)的MU、段数和剂量分布进行了分析。发现优化射野分割算法可降低总MU和总段数。我们发现,H&N IMRT病例的MU和段数平均分别减少了7.9±11.8%和9.6±18.2%,女性盆腔病例分别减少了11.9±17.4%和11.1±13.7%。发现MU和段数的总体百分比(绝对值)平均分别降低了-9.7±14.6%(-15±25 MU)和-10.3±16.3%(-3±5)。此外,优化射野分割方法的所有剂量分布均显示出改善的剂量分布。优化射野分割算法在总MU和总段数方面均有显著改善。该算法有望对头颈部大野IMRT放疗治疗有益。