Segmentation of neonatal brain MR images using patch-driven level sets

@article{Wang2014SegmentationON,
  title={Segmentation of neonatal brain MR images using patch-driven level sets},
  author={Li Wang and Feng Shi and Gang Li and Yaozong Gao and Weili Lin and John H. Gilmore and Dinggang Shen},
  journal={NeuroImage},
  year={2014},
  volume={84},
  pages={141-158}
}
The segmentation of neonatal brain MR image into white matter (WM), gray matter (GM), and cerebrospinal fluid (CSF), is challenging due to the low spatial resolution, severe partial volume effect, high image noise, and dynamic myelination and maturation processes. Atlas-based methods have been widely used for guiding neonatal brain segmentation. Existing brain atlases were generally constructed by equally averaging all the aligned template images from a population. However, such population… CONTINUE READING

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