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The Application Research of Optical Flow Method in Target Volume Motion Image Registration

机译:光流法在目标体积运动图像配准中的应用研究

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In this study,we have developed a three-dimensional (3D) optical flow program that includes a multi-resolution feature and applied to 3D anatomic structure and gross tumor volume(GTV) contour mapping for four-dimensional computed tomography((4D CT) data. Actual 4D CT data sets from one lung cancer patient and one esophageal tumor patient,10 phases were reconstructed per respiratory cycle respectively.On the four-dimensional (4D) data sets,a physician contoured anatomic structures and GTV on the end-inspiration phase. The motion fields calculated by 3D optical flow algorithm that includes a multi-resolution feature .The contours of lung, esophageal and tumor elastically mapped from end-expiration to all the other respiration phases using optical flow. The mapped contours in 4D CT images of lungs, esophageal,GTV and other structures for actual patient using 3D optical flow program that included multi-resolution feature are acceptable to clinicians.The 3D optical flow algorithm that includes a multi-resolution feature can be used for 4D radiation therapy to determine the ITV.
机译:在这项研究中,我们开发了一个包含多分辨率特征的三维(3D)光流程序,并将其应用于3D解剖结构和总肿瘤体积(GTV)等高线图,以进行二维计算机断层扫描((4D CT)数据来自一名肺癌患者和一名食道肿瘤患者的实际4D CT数据集,每个呼吸周期分别重建了10个阶段。通过3D光流算法计算出的运动场具有多分辨率特征,使用光流将肺,食道和肿瘤的轮廓从呼气末期弹性映射到所有其他呼吸相,并在4D CT图像中绘制轮廓临床医生可接受使用具有多分辨率功能的3D光流程序对实际患者进行肺,食道,GTV和其他结构的检查.3D光流算法包括可以将多分辨率功能用于4D放射治疗以确定ITV。

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