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Method and system for brain tumor segmentation in 3D magnetic resonance images
Method and system for brain tumor segmentation in 3D magnetic resonance images
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机译:在3d磁共振图像中进行脑肿瘤分割的方法和系统
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摘要
A method and system for brain tumor segmentation in multi-spectral 3D MRI images is disclosed. A trained probabilistic boosting tree (PBT) classifier is used to determine, for each voxel in a multi-spectral 3D MR image sequence, a probability that the voxel is part of a brain tumor. The brain tumor is then segmented in the multi-spectral 3D MRI image sequence using graph cuts segmentation based on the probabilities determined using the trained PBT classifier and intensities of the voxels in the multi-spectral 3D MR image sequence.
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