论文标题
使用模板匹配和顺序的立体三角测量评估腹部肿瘤CBCT投影中的基准运动的评估
Assessment of fiducial motion in CBCT projections of the abdominal tumor using template matching and sequential stereo triangulation
论文作者
论文摘要
目的:使用用于治疗前患者设置的锥形束计算机断层扫描(CBCT)投影评估腹部立体定向体放疗(SBRT)的基准运动。材料和方法:治疗前的CBCT投影以及前后(AP)和侧面(LAT)对79例胰腺和6个肝脏SBRT患者的荧光镜序列进行了49个治疗部分,以追溯为49个治疗部分。基于模板匹配和顺序立体三角调节算法的跟踪算法用于跟踪CBCT投影和氟序列对中的基准。我们预测了CBCT跟踪的临床沙发调整,并将其与患者治疗期间的临床沙发决策进行了比较。结果:在3D坐标中,胰腺病例的基准运动范围为9.90 +/- 3.52 mm,10.65 +/- 5.91 mm和10.74 +/- 6.24 mm,CBCT,AP和LAT Fluoro分别为13.93 +/- 3.39毫米,11.39毫米,11.39 mm,11.39 mm,11.117.3.39 mm,11.39 mm,11.117.3.39 mm,11.175 mm。 11.52 +/- 4.33毫米。 CBCT跟踪中LAT,SI和AP坐标的沙发调整的预测与0.92 +/- 0.74 mm,1.37 +/- 1.26 mm的实际临床沙发校正相吻合,在1.12 +/- 0.96 mm,0.96毫米,0.96毫米,0.96毫米,0.68 +/- 0.68 +/- 0.56 mm中肝脏病例。结论:使用模板匹配和顺序立体三角剖分跟踪预处理CBCT投影适合评估基准运动并调整患者的腹部SBRT设置。 CBCT可用于运动建模,有可能消除需要进行额外的荧光对摄取,从而减少对患者的成像剂量和总治疗时间。
Purpose: To assess the fiducial motion in abdominal stereotactic body radiotherapy (SBRT) using the cone-beam computed tomography (CBCT) projections acquired for pre-treatment patient set-up. Materials and Methods: Pre-treatment CBCT projections and anterior-posterior (AP) and lateral (LAT) pair of fluoroscopic sequences of 7 pancreatic and 6 liver SBRT patients with implanted fiducials were analyzed for 49 treatment fractions retrospectively. A tracking algorithm based on template matching and sequential stereo triangulation algorithms was used to track the fiducials in the CBCT projections and the fluoro sequence pairs. We predicted the clinical couch adjustment from CBCT tracking and compared it with the clinical couch decision made during the patient's treatment. Results: In 3D coordinate, the fiducial motion ranges for pancreas cases were 9.90+/-3.52 mm, 10.65+/-5.91 mm, and 10.74+/-6.24 mm for CBCT, AP, and LAT fluoro, respectively, while in the liver, they were 13.93+/-3.39 mm, 11.17+/-3.75 mm, and 11.52+/-4.33 mm, respectively. Prediction of couch adjustment in LAT, SI, and AP coordinates from CBCT tracking agrees with the actual clinical couch correction within 0.92+/-0.74 mm, 1.37+/-1.26 mm, and 0.68+/-0.56 mm for pancreas cases and within 1.12+/-0.96 mm, 1.15+/-0.92 mm and 0.90+/-0.86 mm for liver cases, respectively. Conclusion: Tracking pre-treatment CBCT projections using template matching and sequential stereo triangulation is suitable for assessing fiducial motion and adjusting the patient setup for abdominal SBRT. CBCT can be used for motion modeling, potentially eliminating the need for additional fluoroscopic pair acquisition and thus reducing the imaging dose to the patient and the total treatment time.