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    • 9. 发明授权
    • System and method for cardiac segmentation in MR-cine data using inverse consistent non-rigid registration
    • 使用反向一致非刚性注册的MR电影数据中心脏分割的系统和方法
    • US08494236B2
    • 2013-07-23
    • US12894255
    • 2010-11-30
    • Marie-Pierre JollyChristoph GuetterJens Guehring
    • Marie-Pierre JollyChristoph GuetterJens Guehring
    • G06K9/00G06K9/46G06K9/34
    • G06T7/12G06K2209/051G06T7/174G06T2207/10076G06T2207/30048
    • A method for cardiac segmentation in magnetic resonance (MR) cine data, includes providing a time series of 3D cardiac MR images acquired at a plurality of phases over at least one cardiac cycle, in which each 3D image includes a plurality of 2D slices, and a heart and blood pool has been detected in each image. Gray scales of each image are analyzed to compute histograms of the blood pool and myocardium. Non-rigid registration deformation fields are calculated to register a selected image slice with corresponding slices in each phase. Endocardium and epicardium gradients are calculated for one phase of the selected image slice. Contours for the endocardium and epicardium are computed from the gradients in the one phase, and the endocardium and epicardium contours are recovered in all phases of the selected image slice. The recovered endocardium and epicardium contours segment the heart in the selected image slice.
    • 一种用于磁共振(MR)电影数据中的心脏分割的方法,包括提供在至少一个心动周期上以多个相位获取的3D心脏MR图像的时间序列,其中每个3D图像包括多个2D切片,以及 在每张图像中都检测到心脏和血液池。 分析每个图像的灰度级,以计算血库和心肌的直方图。 计算非刚性配准变形场,以在每个相位中对应选定的图像切片。 对所选图像切片的一个相位计算心内膜和心外膜梯度。 从一个阶段的梯度计算心内膜和心外膜的轮廓,并且在所选图像切片的所有阶段恢复心内膜和外膜轮廓。 恢复的心内膜和心外膜轮廓在选定的图像切片中分割心脏。