A novel framework for segmentation of deep brain structures based on Markov dependence tree

@article{Wu2009ANF,
  title={A novel framework for segmentation of deep brain structures based on Markov dependence tree},
  author={Jue Wu and Albert C. S. Chung},
  journal={NeuroImage},
  year={2009},
  volume={46 4},
  pages={1027-36}
}
The aim of this work is to develop a new framework for multi-object segmentation of deep brain structures (caudate nucleus, putamen and thalamus) in medical brain images. Deep brain segmentation is difficult and challenging because the structures of interest are of relatively small size and have significant shape variations. The structure boundaries may be blurry or even missing, and the surrounding background is full of irrelevant edges. To tackle these problems, we propose a template-based… CONTINUE READING
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