Bayesian Segmentation of Atrium Wall Using Globally-Optimal Graph Cuts on 3D Meshes

@article{Veni2013BayesianSO,
  title={Bayesian Segmentation of Atrium Wall Using Globally-Optimal Graph Cuts on 3D Meshes},
  author={G. Veni and Z. Fu and S. Awate and R. Whitaker},
  journal={Information processing in medical imaging : proceedings of the ... conference},
  year={2013},
  volume={23},
  pages={
          656-67
        }
}
  • G. Veni, Z. Fu, +1 author R. Whitaker
  • Published 2013
  • Mathematics, Computer Science, Medicine
  • Information processing in medical imaging : proceedings of the ... conference
Efficient segmentation of the left atrium (LA) wall from delayed enhancement MRI is challenging due to inconsistent contrast, combined with noise, and high variation in atrial shape and size. We present a surface-detection method that is capable of extracting the atrial wall by computing an optimal a-posteriori estimate. This estimation is done on a set of nested meshes, constructed from an ensemble of segmented training images, and graph cuts on an associated multi-column, proper-ordered graph… Expand
14 Citations
A Bayesian formulation of graph-cut surface estimation with global shape priors
  • 3
  • PDF
Optimal Multi-Object Segmentation with Novel Gradient Vector Flow Based Shape Priors
  • 4
  • PDF
ShapeCut: Bayesian surface estimation using shape‐driven graph
  • 10
Increasing Accuracy of Optimal Surfaces Using Min-Marginal Energies
  • 1
LOGISMOS-B: Layered Optimal Graph Image Segmentation of Multiple Objects and Surfaces for the Brain
  • I. Oguz, M. Sonka
  • Mathematics, Computer Science
  • IEEE Transactions on Medical Imaging
  • 2014
  • 34
Estimating uncertainty in MRF-based image segmentation: A perfect-MCMC approach
  • 3
Mini Review: Deep Learning for Atrial Segmentation From Late Gadolinium-Enhanced MRIs
  • 1
Bio-Cell Image Segmentation Using Bayes Graph-Cut Model
  • 3
...
1
2
...

References

SHOWING 1-10 OF 16 REFERENCES
Globally optimal surface segmentation using regional properties of segmented objects
  • 11
  • PDF
Optimal Graph Search Segmentation Using Arc-Weighted Graph for Simultaneous Surface Detection of Bladder and Prostate
  • 54
  • PDF
Optimal Surface Segmentation in Volumetric Images-A Graph-Theoretic Approach
  • 635
  • PDF
Automatic Left Atrium Segmentation by Cutting the Blood Pool at Narrowings
  • 38
  • PDF
Left atrium segmentation for atrial fibrillation ablation
  • 33
  • PDF
Topology, Accuracy, and Quality of Isosurface Meshes Using Dynamic Particles
  • 66
  • PDF
Optimal Net Surface Problems with Applications
  • 144
  • Highly Influential
Active Shape Models-Their Training and Application
  • 7,693
  • PDF
Shape Modeling with Front Propagation: A Level Set Approach
  • 3,536
  • PDF
...
1
2
...