Difference between revisions of "Documentation/4.4/Modules/ABC"

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ABC (Atlas Based Classification) is a full segmentation pipeline designed and developed for healthy brain MRIs. The processing pipeline includes image registration, filtering, inhomogeneity correction, and skull stripping.
 
Extension: [[Documentation/{{documentation/version}}/Extensions/ABC|ABC: Atlas Based Classification]]<br>
 
Acknowledgments: This project was supported by NIH grant U54 EB005149. <br>
 
  
Contributor: Marcel Prastawa <br>
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Author: Marcel Prastawa <br>
 
Contact: Marcel Prastawa, <email>marcel.prastawa@gmail.com</email><br>
 
Contact: Marcel Prastawa, <email>marcel.prastawa@gmail.com</email><br>
 
Website: http://www.nitrc.org/projects/abc<br>
 
Website: http://www.nitrc.org/projects/abc<br>
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Acknowledgments: This project was supported by NIH grant U54 EB005149. <br>
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ABC (Atlas Based Classification) is a full segmentation pipeline designed and developed for healthy brain MRIs. The processing pipeline includes image registration, filtering, inhomogeneity correction, and skull stripping.<br>
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The software is designed and tested for healthy brain MRI (pediatric - adult).
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The processing involved in the module can take up to five minutes for a typical MR image, using the default setting that was chosen to generate coarser results. Speed-ups are possible by increasing the number of threads (specified in the Speed panel). Results with higher accuracy can be obtained by increasing the maximum polynomial degree of the bias field (in the Advanced panel), increasing the number of pre-filtering iterations (in the Advanced panel), and switching to finer sampling for image registration (in the Speed panel).
  
 
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{{documentation/{{documentation/version}}/module-section|Similar Modules}}
 
{{documentation/{{documentation/version}}/module-section|Similar Modules}}
  
 
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EMSegmenter
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{{documentation/{{documentation/version}}/module-section|Similar Modules}}
 
  
 
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Revision as of 20:12, 8 September 2015

Home < Documentation < 4.4 < Modules < ABC


For the latest Slicer documentation, visit the read-the-docs.



Introduction and Acknowledgements

Author: Marcel Prastawa
Contact: Marcel Prastawa, <email>marcel.prastawa@gmail.com</email>
Website: http://www.nitrc.org/projects/abc

Acknowledgments: This project was supported by NIH grant U54 EB005149.



Module Description

ABC (Atlas Based Classification) is a full segmentation pipeline designed and developed for healthy brain MRIs. The processing pipeline includes image registration, filtering, inhomogeneity correction, and skull stripping.


Tutorials

The software is designed and tested for healthy brain MRI (pediatric - adult).

The processing involved in the module can take up to five minutes for a typical MR image, using the default setting that was chosen to generate coarser results. Speed-ups are possible by increasing the number of threads (specified in the Speed panel). Results with higher accuracy can be obtained by increasing the maximum polynomial degree of the bias field (in the Advanced panel), increasing the number of pre-filtering iterations (in the Advanced panel), and switching to finer sampling for image registration (in the Speed panel).

Panels and their use

Parameters:





  ()
 
 
   
     * ': 
     
       ** ': 
       
        *** ': 
       
     
   
 


List of parameters generated transforming this XML file using this XSL file. To update the URL of the XML file, edit this page.


Similar Modules

EMSegmenter

References

Information for Developers


Source code can be found at http://www.nitrc.org/plugins/scmsvn/viewcvs.php/?root=abc