Difference between revisions of "2009 Summer Project Week DWI / DTI QC and Prepare Tool: DTIPrep"

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<gallery>
 
<gallery>
 
Image:PW2009-v3.png|[[2009_Summer_Project_Week|Project Week Main Page]]
 
Image:PW2009-v3.png|[[2009_Summer_Project_Week|Project Week Main Page]]
 +
Image:DTIPrep-gui.png|DTIPrep GUI
 +
Image:DTIPrep-protocol.png|DTIPrep Protocol
 +
Image:DTIPrep-result.png|DTIPrep result
 
</gallery>
 
</gallery>
  
 
==Key Investigators==
 
==Key Investigators==
 
* UNC: Zhexing Liu, Heather Cody Hazlett, Martin Styner
 
* UNC: Zhexing Liu, Heather Cody Hazlett, Martin Styner
* Utah: Casey Goodlett, Guido Gerig, Tom Fletcher, Ran Tao
+
* Utah: Casey Goodlett, Guido Gerig, Tom Fletcher
  
 
<div style="margin: 20px;">
 
<div style="margin: 20px;">
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<h3>Objective</h3>
 
<h3>Objective</h3>
We are developing a GUI/command line tool for DWI QC and DTI preparing.
+
We are developing a GUI/command line tool for DWI/DTI QC and preparation.
  
 +
* Both a GUI and command line tool
 +
* "Study-specific Protocol" based
 +
** Handles NRRD and MINC2 formats
 +
** Image/diffusion information check
 +
** Padding/Cropping of data
 +
** Slice-wise, interlace-wise and gradient-wise intensity and motion check
 +
** Motion/Eddy current correction
 +
** DTI computing
  
Details of the tool functionality were discussed [[2008_Core_1_UNC_Utah_DTI|between UNC and Utah]]:
 
  
* "Protocol" based execution
+
</div>
** Parameter files contain all settings
 
* Handles conversion of DICOM data to volumetric formats (NRRD)
 
* Automated quality control, corrects/rejects, provides reporting facility.
 
* Motion correction
 
* Eddy current correction
 
* Interpolation of data
 
* Rejection of interslice brightness
 
* Local plausibility check with reconstructed DTI
 
* FA/MD histogram comparison with atlas
 
* Local dot product of principal direction with atlas
 
* Full brain tracking for flips/permutations of axes
 
* Focus QC on white matter only
 
* DTI data, as well as FA/MD
 
  
 +
<div style="width: 27%; float: left; padding-right: 3%;">
  
</div>
+
<h3>Approach, Plan</h3>
  
<div style="width: 27%; float: left; padding-right: 3%;">
+
The tool allows a "protocol" based execution via parameter files. The parameter file contains all the settings/preferences/options and can be created using the tool's GUI. This tool performs automated quality control, correct data if possible, possibly reject parts of the data and provide a reporting facility.
  
<h1>Approach, Plan</h1>
+
Our plan for the project week is to:
 +
* Add MINC2 support
 +
* Tune intergrations with other tools
  
The tool will allow a "protocol" based execution via parameter files. The parameter files contain all the settings/preferences/options and this file can be created using the tool's GUI. This tool will handle the conversion of DICOM data to volumetric image formats (NRRD), perform automated quality control, correct data if possible, possibly reject parts of the data and provide a reporting facility.
 
  
 
</div>
 
</div>
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<div style="width: 40%; float: left;">
 
<div style="width: 40%; float: left;">
  
<h1>Progress</h1>
+
<h3>Progress</h3>
 +
 
 +
* Separate command-line tools for DWI QC has been uploaded into UNC [http://www.ia.unc.edu/dev/ NeuroLib] ($NeuroLib/Applications/DWIQC)
 +
** DWIQCSliceChecker: for slice-wise intensity-related artifacts detection and gradient exclusion(optimized for both single and multiple b-valued DWIs).
 +
** DWIQCInterlaceChecker: for interlace-wise Venetian blind artifacts detection and gradient exclusion(optimized for both single and multiple b-valued DWIs).
 +
** DWIQCGradientChecker: for gradient-wise motion artifacts detection and gradient exclusion.
 +
** DWIBaselineAverager: for optimized multiple-b0 volumes average in a nrrd DWI file(optimizing is base on either all b0 volumes or all DW volumes).
 +
* DTIPrep will be updated soon with the upper new DWI QC tools to give better QC quality and more flexibility to the DWI/DTI QC/Prep pipeline.
 +
* Discussed with Ran(U. Utah) the improvement of her eddy-current and motion artifact correction tool.
 +
* I am still struggling with MINC2 :(.
  
  
 
</div>
 
</div>

Latest revision as of 15:38, 26 June 2009

Home < 2009 Summer Project Week DWI < DTI QC and Prepare Tool: DTIPrep

Key Investigators

  • UNC: Zhexing Liu, Heather Cody Hazlett, Martin Styner
  • Utah: Casey Goodlett, Guido Gerig, Tom Fletcher

Objective

We are developing a GUI/command line tool for DWI/DTI QC and preparation.

  • Both a GUI and command line tool
  • "Study-specific Protocol" based
    • Handles NRRD and MINC2 formats
    • Image/diffusion information check
    • Padding/Cropping of data
    • Slice-wise, interlace-wise and gradient-wise intensity and motion check
    • Motion/Eddy current correction
    • DTI computing


Approach, Plan

The tool allows a "protocol" based execution via parameter files. The parameter file contains all the settings/preferences/options and can be created using the tool's GUI. This tool performs automated quality control, correct data if possible, possibly reject parts of the data and provide a reporting facility.

Our plan for the project week is to:

  • Add MINC2 support
  • Tune intergrations with other tools


Progress

  • Separate command-line tools for DWI QC has been uploaded into UNC NeuroLib ($NeuroLib/Applications/DWIQC)
    • DWIQCSliceChecker: for slice-wise intensity-related artifacts detection and gradient exclusion(optimized for both single and multiple b-valued DWIs).
    • DWIQCInterlaceChecker: for interlace-wise Venetian blind artifacts detection and gradient exclusion(optimized for both single and multiple b-valued DWIs).
    • DWIQCGradientChecker: for gradient-wise motion artifacts detection and gradient exclusion.
    • DWIBaselineAverager: for optimized multiple-b0 volumes average in a nrrd DWI file(optimizing is base on either all b0 volumes or all DW volumes).
  • DTIPrep will be updated soon with the upper new DWI QC tools to give better QC quality and more flexibility to the DWI/DTI QC/Prep pipeline.
  • Discussed with Ran(U. Utah) the improvement of her eddy-current and motion artifact correction tool.
  • I am still struggling with MINC2 :(.