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Threshold-segmentation-algorithm

Implementation of Threshold segmentation algorithm for automatic extraction of cerebral vessels from brain magnetic resonance angiography images in python

Paper Link : Threshold-segmentation-algorithm-paper

  • A novel segmentation algorithm is proposed to extract cerebral vessels from brain magnetic resonance angiography (MRA) images
  • The vessel segmentation algorithm is fast and fully automatic.
  • The performance of the threshold segmentation is acceptable.
  • The segmentation method may be used for three-dimensional visualization and volumetric quantification of cerebral vessels.

Flow diagram of threshold segmentation

Usage

Comming Soon

GUI

This application is built on the basis of PYQT5, so you can experiment through GUI.

Citations

@article{WANG201530,
    title = {Threshold segmentation algorithm for automatic extraction of cerebral vessels from brain magnetic resonance angiography images},
    journal = {Journal of Neuroscience Methods},
    volume = {241},
    pages = {30-36},
    year = {2015},
    issn = {0165-0270},
    doi = {https://doi.org/10.1016/j.jneumeth.2014.12.003},
    url = {https://www.sciencedirect.com/science/article/pii/S0165027014004166}
}