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3D surface imaging for guidance in breast cancer radiotherapy Organs at risk

机译:3D表面成像可指导乳腺癌放射治疗中有风险的器官

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Purpose: To evaluate the variability in heart position in deep-inspiration breath-hold (DIBH) radiotherapy for breast cancer when 3D surface imaging would be used for monitoring the depth of the breath hold during treatment. Materials and Methods: Ten patients who received DIBH radiotherapy after breast-conserving surgery (BCS) were included. Retrospectively, heart-based registrations were performed for cone-beam computed tomography (CBCT) to planning CT and breast surface registrations were performed for a 3D surface (two different regions of interest [ROIs]), captured concurrently with CBCT, to planning CT. The resulting setup errors were compared with linear regression analysis and receiver operating characteristic (ROC) analysis was performed to investigate the prediction quality of 3D surface imaging for 3D heart displacement. Further, the residual setup errors (systematic [2] and random [a]) of the heart were estimated relative to the surface registrations. Results: When surface imaging [ROIi_(left-side);ROI_(both-sides)] would be used for monitoring, the residual errors of the heart position are in left-right: ∑=[0.36;0.12], σ=[0.16;0.14]; cranio-caudal: S=[0.54;0.54], σ=[0.28;0.31]; and in anterior-posterior: S=[0.18;0.14], σ=[0.20;0.19] cm. Correlations between setup errors were: R2 = [0.23;0.73], [0.67;0.65], [0.65;0.73] in left-right, cranio-caudal, and anterior-posterior direction, respectively. ROC analysis resulted in an area under the ROC curve of [0.82;0.78]. Conclusion: The use of ROI_(both-sides) provided promising results. However, considerable variability in the heart position, particularly in CC direction, is observed when 3D surface imaging would be used for guidance in DIBH radiotherapy after BCS. Planning organ at risk volume margins should be used to take into account the heart-position variability.
机译:目的:当使用3D表面成像监测治疗过程中的屏息深度时,评估乳腺癌深吸式屏息(DIBH)放射疗法中心脏位置的变化。材料与方法:纳入10例在保乳手术(BCS)后接受DIBH放射治疗的患者。回顾性地,对锥束计算机断层扫描(CBCT)进行基于心脏的配准以计划CT,并针对与CBCT同时捕获的3D表面(两个不同的感兴趣区域[ROIs])进行乳房表面配准,以计划CT。将由此产生的设置误差与线性回归分析进行比较,并进行接收器工作特征(ROC)分析以研究3D表面成像对3D心脏移位的预测质量。此外,相对于表面套准估计了心脏的残留设置误差(系统性[2]和随机性[a])。结果:当使用表面成像[ROIi_(左侧); ROI_(两侧)]进行监视时,心脏位置的残留误差在左右:∑ = [0.36; 0.12],σ= [ 0.16; 0.14];颅尾:S = [0.54; 0.54],σ= [0.28; 0.31];前后:S = [0.18; 0.14],σ= [0.20; 0.19] cm。设置误差之间的相关性分别为:左右,颅尾和前后方向的R2 = [0.23; 0.73],[0.67; 0.65],[0.65; 0.73]。 ROC分析得出ROC曲线下的面积为[0.82; 0.78]。结论:双方的ROI_的使用提供了可喜的结果。但是,当将3D表面成像用于BCS后DIBH放射治疗的指导时,会观察到心脏位置(尤其是CC方向)的巨大变化。应使用处于风险量边缘的计划器官来考虑心脏位置的变异性。

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