3D image segmentation using combined shape-intensity prior models

@article{Fritscher20073DIS,
  title={3D image segmentation using combined shape-intensity prior models},
  author={Karl D. Fritscher and Agnes Gr{\"u}nerbl and Rainer Schubert},
  journal={International Journal of Computer Assisted Radiology and Surgery},
  year={2007},
  volume={1},
  pages={341-350}
}
Statistical models for medical images have been developed to increase robustness in the segmentation process. In this project, a fully automatic approach to build a statistical shape-intensity model and combine this model with level set segmentation was designed, implemented and tested by applying the algorithm to clinical image data. By using a hierarchical registration approach based on mutual information and demons registration, 3D statistical shape-intensity models were created by applying… CONTINUE READING

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