Semi-automatic segmentation algorithm for pet oncology images
    2.
    发明申请
    Semi-automatic segmentation algorithm for pet oncology images 失效
    用于宠物肿瘤图像的半自动分割算法

    公开(公告)号:US20030194119A1

    公开(公告)日:2003-10-16

    申请号:US10122892

    申请日:2002-04-15

    IPC分类号: G06K009/00

    摘要: An apparatus and method for segmenting three-dimensional (3D) medical images containing a region of interest is provided that identifies a first set of seed points within the region of interest and a second set of seed points outside the region of interest. A first sphere is constructed within the region of interest. Voxels contained within the medical image are classified using a spatial constrained fuzzy clustering algorithm. A plurality of second spheres is generated. Ones of the plurality of second spheres are accepted that satisfy the homogeneity function threshold as defined by the spatial constricted fuzzy clustering algorithm. A three-dimensional area is grown that defines the region of interest. The region of interest defined by the three-dimensional area is displayed.

    摘要翻译: 提供了一种用于分割包含感兴趣区域的三维(3D)医学图像的装置和方法,其识别感兴趣区域内的第一组种子点和感兴趣区域外的第二组种子点。 在感兴趣的区域内构建第一个球体。 医学图像中包含的体素使用空间约束模糊聚类算法进行分类。 产生多个第二球体。 可以接受满足由空间限制的模糊聚类算法定义的均匀性函数阈值的多个第二球体的一部分。 增长了一个定义感兴趣区域的三维区域。 显示由三维区域定义的兴趣区域。