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Model based segmentation (MBS)

Model Based Segmentation

MBS Framework


The Model Based Segmentation Framework provides you with the infrastructure for the fully automatic segmentation of organs and their substructures in multi-modal images. This is achieved by applying a generic organ model to the images of a specific case.

The segmentation is performed very efficiently, delivering quantitative and reproducible results.

Currently available organ models:

 

• heart model for MRI
• heart model for CTA
• prostate model for MRI

 

Other specific models can be developed upon customer request.

 

  • Histogram of the MRI signal distribution for the segmented anatomical substructure

  • Segmentation of the heart using the cardiac model for CTA

  • 3D mesh representation of the heart segmentation on CTA data

  • Segmentation of the heart using the cardiac model for MRI

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Images

  • Histogram of the MRI signal distribution for the segmented anatomical substructure

    Histogram of the MRI signal distribution for the segmented anatomical substructure

  • Segmentation of the heart using the cardiac model for CTA

    Segmentation of the heart using the cardiac model for CTA

  • 3D mesh representation of the heart segmentation on CTA data

    3D mesh representation of the heart segmentation on CTA data

  • Segmentation of the heart using the cardiac model for MRI

    Segmentation of the heart using the cardiac model for MRI

  • Histogram of the MRI signal distribution for the segmented anatomical substructure

    Histogram of the MRI signal distribution for the segmented anatomical substructure

  • Segmentation of the heart using the cardiac model for CTA

    Segmentation of the heart using the cardiac model for CTA

  • 3D mesh representation of the heart segmentation on CTA data

    3D mesh representation of the heart segmentation on CTA data

  • Segmentation of the heart using the cardiac model for MRI

    Segmentation of the heart using the cardiac model for MRI

Histogram of the MRI signal distribution for the segmented anatomical substructure
Segmentation of the heart using the cardiac model for CTA
3D mesh representation of the heart segmentation on CTA data
Segmentation of the heart using the cardiac model for MRI

Publications

 
Peters J, Ecabert O, Meyer C, Schramm H, Kneser R, Groth A, Weese J. Med Image Comput, Volume 10, 2007

Ecabert O, Peters J, Schramm H, Lorenz C, von Berg J, Walker MJ, Vembar M, Olszewski ME, Subramanyan K, Lavi G, Weese J. Medical Imaging, Volume 27, Issue 9, September 2008, Pages 1189-1201

Peters J, Ecabert O, Meyer C, Kneser R, Weese J. Medical Image Analysis, Volume 14, Issue 1, February 2010, Pages 70-84

Ecabert O, Peters J, Walker MJ, Ivanc T, Lorenz C, von Berg J, Lessick J, Vembar M, Weese J. Medical Image Analysis, Volume 15, Issue 6, December 2011, Pages 863-876


Caution: Imalytics is for research only. Not intended for patient diagnosis or patient treatment planning.