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Automatic 3D Registration of Lung Surfaces in Computed Tomography Scans

机译:计算机断层扫描扫描中的肺表面自动3D注册

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We developed an automated system that registers chest CT images temporally. Our registration method matches corresponding anatomical landmarks to obtain initial registration parameters. The initial point-to-point registration is then generalized to an iterative surface-to-surface registration method. Our "goodness-of-fit" measure is evaluated at each step in the iterative scheme until the registration performance is sufficient. We applied our method to register the 3D lung surfaces of 10 pairs of chest CT scans and report a promising registration performance.
机译:我们开发了一种自动化系统,在时间上注册胸部CT图像。我们的注册方法与相应的解剖标志匹配以获取初始注册参数。然后将初始点对点登记广泛地推广到迭代表面到表面配准法。我们在迭代方案中的每个步骤中评估了我们的“健康”度量,直到注册性能足够了。我们应用了我们的方法注册了10对胸部CT扫描的3D肺表面,并报告了有希望的登记性能。

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