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FDG PET/CT for rectal carcinoma radiotherapy treatment planning: comparison of functional volume delineation algorithms and clinical challenges

机译:FDG PET / CT用于直肠癌放疗的治疗计划:功能体积描述算法与临床挑战的比较

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PET/CT imaging could improve delineation of rectal carcinoma gross tumor volume (GTV) and reduce interobserver variability. The objective of this work was to compare various functional volume delineation algorithms. We enrolled 31 consecutive patients with locally advanced rectal carcinoma. The FDG PET/CT and the high dose CT ( CT RT ) were performed in the radiation treatment position. For each patient, the anatomical GTV RT was delineated based on the CT RT and compared to six different functional/metabolic GTV PET derived from two automatic segmentation approaches (FLAB and a gradient-based method); a relative threshold (45% of the SUV max ) and an absolute threshold ( SUV > 2.5 ), using two different commercially available software (Philips EBW4 and Segami OASIS). The spatial sizes and shapes of all volumes were compared using the conformity index (CI). All the delineated metabolic tumor volumes (MTVs) were significantly different. The MTVs were as follows ( mean ± SD ) : GTV RT ( 40.6 ± 31.28 ml ) ; FLAB ( 21.36 ± 16.34 ml ) ; the gradient-based method ( 18.97 ± 16.83 ml ); OASIS 45 % ( 15.89 ± 12.68 ml ); Philips 45 % ( 14.52 ± 10.91 ml ) ; OASIS 2.5 ( 41.62 ± 33.26 ml ) ; Philips 2.5 ( 40 ± 31.27 ml ) . CI between these various volumes ranged from 0.40 to 0.90. The mean CI between the different MTVs and the GTV CT was 0.4 . Finally, the DICOM transfer of MTVs led to additional volume variations. In conclusion, we observed large and statistically significant variations in tumor volume delineation according to the segmentation algorithms and the software products. The manipulation of PET/CT images and MTVs, such as the DICOM transfer to the Radiation Oncology Department, induced additional volume variations.PACS number: 87.55.D-
机译:PET / CT成像可改善对直肠癌总肿瘤体积(GTV)的描述并减少观察者间的差异。这项工作的目的是比较各种功能体积描绘算法。我们招募了连续31例局部晚期直肠癌患者。 FDG PET / CT和高剂量CT(CT RT)在放射治疗位置进行。对于每位患者,根据CT RT描绘出解剖GTV RT,并与两种自动分割方法(FLAB和基于梯度的方法)得出的六种不同功能/代谢GTV PET进行比较;使用两种不同的市售软件(Philips EBW4和Segami OASIS)使用相对阈值(SUV max的45%)和绝对阈值(SUV> 2.5)。使用合格指数(CI)比较所有体积的空间大小和形状。所有划定的代谢肿瘤体积(MTV)均显着不同。 MTV如下(平均值±SD):GTV RT(40.6±31.28 ml); FLAB(21.36±16.34毫升);基于梯度的方法(18.97±16.83 ml);绿洲45%(15.89±12.68 ml);飞利浦45%(14.52±10.91毫升);绿洲2.5(41.62±33.26毫升);飞利浦2.5(40±31.27毫升)。这些不同体积之间的CI为0.40至0.90。不同的MTV和GTV CT之间的平均CI为0.4。最终,MTV的DICOM传输导致了更多的音量变化。总之,根据分割算法和软件产品,我们在肿瘤体积描绘中观察到了巨大且具有统计学意义的变化。 PET / CT图像和MTV的操作(例如将DICOM转移到放射肿瘤科)引起了其他体积变化。PACS编号:87.55.D-

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