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Segmentation of brain tissues from MR images is medically valuable for helping to assess many diseases. In this paper, we propose a three-layer Gaussian mixture model framework (3L-GMM) for fully automatic tissue segmentation of three-dimensional brain MR images by using spatial structure information. It uses separate GMMs to model the intensity information, the spatial structure information, and...
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