LOGISMOS-B: Layered Optimal Graph Image Segmentation of Multiple Objects and Surfaces for the Brain

@article{Oguz2014LOGISMOSBLO,
  title={LOGISMOS-B: Layered Optimal Graph Image Segmentation of Multiple Objects and Surfaces for the Brain},
  author={Ipek Oguz and Milan Sonka},
  journal={IEEE Transactions on Medical Imaging},
  year={2014},
  volume={33},
  pages={1220-1235}
}
  • Ipek Oguz, Milan Sonka
  • Published in
    IEEE Transactions on Medical…
    2014
  • Mathematics, Medicine, Computer Science
  • Automated reconstruction of the cortical surface is one of the most challenging problems in the analysis of human brain magnetic resonance imaging (MRI). A desirable segmentation must be both spatially and topologically accurate, as well as robust and computationally efficient. We propose a novel algorithm, LOGISMOS-B, based on probabilistic tissue classification, generalized gradient vector flows and the LOGISMOS graph segmentation framework. Quantitative results on MRI datasets from both… CONTINUE READING

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