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A Retrospective Analysis of Prostate Cone Beam Computed Tomography (CBCT) Image Registration: A Tale of Two Techniques

机译:前列腺锥束计算机断层扫描(CBCT)图像配准的回顾性分析:两种技术的故事

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Purpose: To determine the feasibility of the gray-value registration technique as a correction method for prostate image-guided radiotherapy.Background: The current practice at this institution involves a two-step process beginning with an automated bone registration, followed by a manual therapist manipulated registration.Problem: This process is susceptible to subjective judgement and inter-observer variability, which introduces inconsistencies in image registrations and subsequent treatment delivery. Variation in the time required to complete image registrations may increase the chance for prostate intra-fractional movement, which may increase treatment inaccuracies.Methods: A retrospective image review was completed for 20 patients. Translational shifts and duration data for therapist registrations were retrieved for 15 scans for each patient, totaling 300 scans. Gray-value registrations were completed on the same 300 scans to recalculate shift values and the time to complete this technique was recorded. The analysis of variance test was used to analyze the extent of variance between the two registration techniques.Results: No difference between the two registration techniques in the lateral (right-left) direction (P = 364) and superoinferior directions (P - .455) were found. Gray-value registrations took significantly less time to complete and were more consistent than the two-step therapist registrations (P < .001). A statistically significant difference in z shifts exists (P = .003) between the two techniques.Conclusion: Gray-value registration can minimize and standardize the image registration durations and produce x and y shifts similar to those produced by therapists. Lacking the ability to preferentially match to the prostate-rectum interface, therapists still need to perform a simple inspection in the z (anteroposterior) plane to ensure an adequate registration to the interface.
机译:目的:确定灰度值配准技术作为前列腺影像引导放射治疗的校正方法的可行性。背景:该机构的当前实践涉及两步过程,首先是自动骨配准,然后是手动治疗师问题:此过程容易受到主观判断和观察者间差异的影响,这会导致图像配准和随后的治疗提供不一致。完成图像配准所需时间的变化可能会增加前列腺内运动的机会,这可能会增加治疗的不准确性。方法:对20例患者进行了回顾性图像检查。为每个患者检索治疗师注册的翻译班次和持续时间数据,进行15次扫描,总计300次扫描。在相同的300次扫描中完成了灰度值配准,以重新计算偏移值,并记录了完成该技术的时间。方差分析用于分析两种配准技术之间的差异程度。结果:两种配准技术在横向(左右方向)(P = 364)和上下方向(P​​-.455)之间没有差异。 ) 被找到。灰度值注册花费的时间明显少于两步治疗师注册,并且一致性更高(P <.001)。两种技术之间存在z偏移的统计学显着差异(P = 0.003)。结论:灰度值配准可以最小化和标准化图像配准的持续时间,并产生与治疗师类似的x和y偏移。缺乏优先匹配前列腺直肠界面的能力,治疗师仍然需要在z(前后)平面进行简单检查,以确保与界面的充分对准。

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