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Linear Measurement of Polyps in CT Colonography Using Level Sets on 3D Surfaces

机译:使用水平集在3D表面上的CT上谱系中息肉的线性测量

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CT colonography has emerged as a minimally invasive alternative to optical colonoscopy for the screening of polyps which are the precursors to colon cancer. Accurate polyp measurement is crucial as the size of a polyp is considered an indication of its potential for malignancy. We present a novel method for the automatic measurement of polyps. It is based on a level set algorithm capable of evolving on the surface of a 3D object represented by a triangular mesh. It is guided by curvature features and is capable of segmenting the polyp neck, that is, the ridgeline/crestline formed around the polyp by its merging to the colon wall. Our method was validated on 40 polyp surfaces obtained from real clinical data. A 3D manual measurement was used as the reference standard. A correlation of 0.825 was found between polyp measurements from our new method and the reference standard.
机译:CT结肠成像作为光学结肠镜检查的微创替代品,用于筛选息肉,这些息肉是结肠癌的前体。准确的息肉测量至关重要,因为息肉的大小被认为是其恶性肿瘤潜力的指示。我们提出了一种新的息肉自动测量方法。它基于能够在三角网格表示的3D对象的表面上发展的级别集合算法。它通过曲率特征引导,并且能够通过其合并到息肉壁周围形成的脊髓颈部,即围绕息肉形成的脊髓/嵴。我们的方法在从真实临床数据中获得的40个息肉表面上验证。 3D手动测量用作参考标准。从我们的新方法和参考标准息肉测量之间发现了0.825的相关性。

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