English

Vertebral body segmentation with GrowCut: Initial experience, workflow and practical application

Computer Vision and Pattern Recognition 2017-11-15 v1 Graphics

Abstract

In this contribution, we used the GrowCut segmentation algorithm publicly available in three-dimensional Slicer for three-dimensional segmentation of vertebral bodies. To the best of our knowledge, this is the first time that the GrowCut method has been studied for the usage of vertebral body segmentation. In brief, we found that the GrowCut segmentation times were consistently less than the manual segmentation times. Hence, GrowCut provides an alternative to a manual slice-by-slice segmentation process.

Cite

@article{arxiv.1711.04592,
  title  = {Vertebral body segmentation with GrowCut: Initial experience, workflow and practical application},
  author = {Jan Egger and Christopher Nimsky and Xiaojun Chen},
  journal= {arXiv preprint arXiv:1711.04592},
  year   = {2017}
}

Comments

10 pages

R2 v1 2026-06-22T22:44:12.047Z