Deformable registration of brain tumor images via a statistical model of tumor-induced deformation

@article{Mohamed2005DeformableRO,
  title={Deformable registration of brain tumor images via a statistical model of tumor-induced deformation},
  author={Ashraf Mohamed and Evangelia I. Zacharaki and Dinggang Shen and Christos Davatzikos},
  journal={Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention},
  year={2005},
  volume={8 Pt 2},
  pages={
          263-70
        }
}
An approach to deformable registration of three-dimensional brain tumor images to a normal brain atlas is presented. The approach involves the integration of three components: a biomechanical model of tumor mass-effect, a statistical approach to estimate the model's parameters, and a deformable image registration method. Statistical properties of the desired deformation map are first obtained through tumor mass-effect simulations on normal brain images. This map is decomposed into the sum of… CONTINUE READING

Figures, Tables, and Topics from this paper.

Citations

Publications citing this paper.

References

Publications referenced by this paper.
SHOWING 1-10 OF 10 REFERENCES

Brain atlas deformation in the presence of small and large space-occupying tumors.

  • Computer aided surgery : official journal of the International Society for Computer Aided Surgery
  • 2002
VIEW 2 EXCERPTS

A statistical approach for estimating brain tumor induced deformation

  • Proceedings IEEE Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA 2001)
  • 2001
VIEW 1 EXCERPT