Difference between revisions of "Documentation/Nightly/Extensions/MatlabBridge"

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{{documentation/{{documentation/version}}/module-section|Introduction and Acknowledgements}}
 
{{documentation/{{documentation/version}}/module-section|Introduction and Acknowledgements}}
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Author: Andras Lasso (PerkLab, Queen's University), Jean-Christophe Fillion-Robin (Kitware), Kevin Wang (Radiation Medicine Program, Princess Margaret Hospital, University Health Network Toronto)<br>
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Author: Andras Lasso (PerkLab, Queen's University), Jean-Christophe Fillion-Robin (Kitware), Kevin Wang (Radiation Medicine Program, Princess Margaret Hospital, University Health Network Toronto), Gabor Fichtinger (PerkLab, Queen's University)<br>
 
Contact: Andras Lasso, <email>lasso@cs.queensu.ca</email><br>
 
Contact: Andras Lasso, <email>lasso@cs.queensu.ca</email><br>
 
Project website: http://www.slicerrt.org<br>
 
Project website: http://www.slicerrt.org<br>
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{{documentation/{{documentation/version}}/extension-section|Tutorials}}
 
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*[http://www.na-mic.org/Wiki/index.php/File:MatlabBrigeTutorial.pdf  Comprehensive MatlabBridge tutorial: how to create, run, customize Matlab modules]
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==Example: Implementing a simple image thresholding and statistics module in Matlab==
 
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* Install the MatlabBridge extension
 
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* Open the Developer Tools / Matlab / Matlab Module Generator module
 
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* Specify the path to your Matlab.exe (such as ''c:\Program Files\MATLAB\R2012a\bin\matlab.exe'')
 
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* Enter your module name, such as ''MyThresholder'' and click ''Generate module''. Take note of the file paths shown in the status window.
 
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* Edit your MyThresholder.m file to implement the algorithm and computations. Example:
 
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<pre>
 
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function outputParams=MatlabModuleTemplate(inputParams)
 
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img=cli_imageread(inputParams.unnamed{1});
 
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outputParams.min=min(min(min(img.pixelData)));
 
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outputParams.max=max(max(max(img.pixelData)));
 
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img.pixelData=(double(img.pixelData)>inputParams.threshold)*100;
 
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cli_imagewrite(inputParams.unnamed{2}, img);
 
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</pre>
 
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* Edit the generated skeleton MyThresholder.xml file that describes your algorithm inputs and outputs. Slicer will automatically generate the graphical user interface to be able to specify the inputs and display the outputs.
 
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** See specification of the XML file here: [[Slicer3:Execution_Model_Documentation]]
 
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** Many example XML files are available here: https://github.com/Slicer/Slicer/tree/master/Modules/CLI
 
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** A few complete Matlab module examples are here: https://subversion.assembla.com/svn/slicerrt/trunk/MatlabBridge/src/Examples/
 
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Example:
 
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<pre>
 
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<?xml version="1.0" encoding="utf-8"?>
 
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<executable>
 
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  <category>Matlab</category>
 
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  <title>MyThresholder</title>
 
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  <description><![CDATA[Perform a simple image processing and image statistics computation in Matlab.]]></description>
 
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  <version>0.0.0.1</version>
 
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  <documentation-url>http://www.slicer.org/slicerWiki/index.php/Documentation/Nightly/Extensions/SlicerRT</documentation-url>
 
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  <license/>
 
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  <contributor>Andras Lasso (PerkLab)</contributor>
 
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  <acknowledgements><![CDATA[SparKit is a project funded by Cancer Care Ontarioand the Ontario Consortium for Adaptive Interventions in Radiation Oncology (OCAIRO) to provide free, open-source toolset for radiotherapy and related image-guided interventions.]]></acknowledgements>
 
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  <parameters>
 
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    <label>Processing Parameters</label>
 
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    <description><![CDATA[Parameters for the processing]]></description>
 
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    <integer>
 
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      <name>threshold</name>
 
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      <longflag>--threshold</longflag>
 
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      <description><![CDATA[All voxels below this value will be set to zero]]></description>
 
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      <label>Threshold</label>
 
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      <default>50</default>
 
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      <constraints>
 
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        <minimum>-2000</minimum>
 
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        <maximum>5000</maximum>
 
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        <step>5</step>
 
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      </constraints>     
 
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    </integer>
 
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  </parameters>
 
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  <parameters>
 
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    <label>IO</label>
 
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    <description><![CDATA[Input/output parameters]]></description>
 
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    <image>
 
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      <name>inputVolume</name>
 
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      <label>Input Volume</label>
 
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      <channel>input</channel>
 
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      <index>0</index>
 
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      <description><![CDATA[Input volume to be filtered]]></description>
 
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    </image>
 
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    <image>
 
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      <name>outputVolume</name>
 
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      <label>Output Volume</label>
 
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      <channel>output</channel>
 
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      <index>1</index>
 
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      <description><![CDATA[Output filtered]]></description>
 
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    </image>
 
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  </parameters>
 
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  <parameters>
 
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    <label>Output</label>
 
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    <description>Matlab command output</description>
 
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    <double>
 
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      <name>min</name>
 
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      <label>Minimum</label>
 
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      <channel>output</channel>
 
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      <default></default>
 
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      <description><![CDATA[Image mininum]]></description>
 
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    </double>   
 
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    <double>
 
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      <name>max</name>
 
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      <label>Maximum</label>
 
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      <channel>output</channel>
 
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      <default></default>
 
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      <description><![CDATA[Image maximum]]></description>
 
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    </double>   
 
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  </parameters>
 
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</executable>
 
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</pre>
 
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* Restart Slicer
 
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* Download the MRIHead image sample using the ''Download Sample Data'' module
 
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* Open the Matlab / MyThresholder module
 
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* Select the MRIHead image as input, create a new volume as output, click Apply
 
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* Click ''AutoRun'' at the bottom of the module user interface then change the threshold value with the slider, the processed image will be updated automatically
 
  
 
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Revision as of 04:40, 9 July 2013

Home < Documentation < Nightly < Extensions < MatlabBridge


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


Introduction and Acknowledgements

Author: Andras Lasso (PerkLab, Queen's University), Jean-Christophe Fillion-Robin (Kitware), Kevin Wang (Radiation Medicine Program, Princess Margaret Hospital, University Health Network Toronto), Gabor Fichtinger (PerkLab, Queen's University)
Contact: Andras Lasso, <email>lasso@cs.queensu.ca</email>
Project website: http://www.slicerrt.org
License: Slicer license

SparKit  
NA-MIC  


Extension Description

MatlabBridgeLogo.png

MatlabBridge is an extension of 3D Slicer to allow running Matlab functions directly in 3D Slicer.

Highlights:

  • The extension allows running of Matlab functions directly from 3D Slicer: it takes the input from the data loaded into Slicer and visualizes the results in Slicer right after the execution is completed
  • If you change any input on the GUI (and the “AutoRun” option is enabled) the bridge automatically re-runs the Matlab script with the updated parameters and shows the new results
  • If you change your Matlab function then you can re-run the function and see the updated results with a single click
  • The graphical user interface is generated automatically from a standard command-line interface definition XML file (no GUI programming needed)
  • You can get started quickly by generating a skeleton Matlab function and interface definition XML file using the Matlab Module Generator module
  • No building of 3D Slicer or MEX files, etc. are needed – the only requirements are to download and install 3D Slicer with the MatlabBridge extension and have Matlab on your computer

The Matlab module behaves exactly as any other command-line-interface module, the Matlab engine is started automatically in the background (and it is kept running in the background so that you don’t have to wait for Matlab startup each time you run your function)

Demo videos:

Modules

Use Cases

  • Example Matlab module user interface in Slicer

  • Matlab Bridge modules appear under the Developer Tools / Matlab category

  • A skeleton Matlab script can be created and installed using the Matlab module generator.

  • The Matlab Commander allows running any commands from the user interface or from another Slicer module.

Tutorials


Information for Developers

Tested with Matlab R2012a and R2013a.

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