Difference between revisions of "Projects:SpatialRegularizationForfMRIDetection"

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= Spatial Regularization for fMRI Detection =
 
 
 
  Back to [[NA-MIC_Collaborations|NA-MIC_Collaborations]], [[Algorithm:MIT|MIT Algorithms]]
 
  Back to [[NA-MIC_Collaborations|NA-MIC_Collaborations]], [[Algorithm:MIT|MIT Algorithms]]
  
'''Objectives'''
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= Spatial Regularization for fMRI Detection =
  
Imporving the accuracy of activation detection in fMRI through incorporation of sophisticated prior models on activation, including anatomical priors.
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Our objective is to improve the accuracy of activation detection in fMRI through incorporation of sophisticated prior models on activation, including anatomical priors.
  
'''Progress'''
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= Description =
  
 
The work on MRF-based regularization of the fMRI activation maps was presented at IPMI last summer. The algorithm implementation in Slicer is underway in collaboration with BWH. Our plans include releasing the code into the itk libaray.
 
The work on MRF-based regularization of the fMRI activation maps was presented at IPMI last summer. The algorithm implementation in Slicer is underway in collaboration with BWH. Our plans include releasing the code into the itk libaray.
  
''References''
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= Publications =
  
* Wanmei Ou, Polina Golland. From Spatial Regularization to Anatomical Priors in fMRI Analysis. In Proc. IPMI 2005, LNCS 3565:88-100, 2005. [[Media:OuGolland_IPMI05.pdf| (pdf)]]
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''In Print''
* Wanmei Ou. fMRI Detection with Spatial Regularization. MIT Master Thesis, May 2005. [[Media:OuMasterThesis.pdf| (pdf)]]
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 +
[http://www.na-mic.org/Special:Publications?text=Projects%3ASpatialRegularizationForfMRIDetection&submit=Search&words=all&title=checked&keywords=checked&authors=checked&abstract=checked&sponsors=checked&searchbytag=checked| NA-MIC Publications Datebase]
  
'''Key Investigators'''
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= Key Investigators =
  
 
* MIT: Polina Golland, Wanmei Ou
 
* MIT: Polina Golland, Wanmei Ou
 
* BWH: Steve Pieper, Sandy Wells, Wendy Plesniak, Carsten Richter
 
* BWH: Steve Pieper, Sandy Wells, Wendy Plesniak, Carsten Richter
  
'''Links'''
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= Links =
  
 
* [[NAMIC_Wiki:FMRI|fMRI Analysis Page]]
 
* [[NAMIC_Wiki:FMRI|fMRI Analysis Page]]
 
* [[Algorithm:MIT:fMRI_Detection|Page describing this project]]
 
* [[Algorithm:MIT:fMRI_Detection|Page describing this project]]

Latest revision as of 18:15, 28 November 2007

Home < Projects:SpatialRegularizationForfMRIDetection
Back to NA-MIC_Collaborations, MIT Algorithms

Spatial Regularization for fMRI Detection

Our objective is to improve the accuracy of activation detection in fMRI through incorporation of sophisticated prior models on activation, including anatomical priors.

Description

The work on MRF-based regularization of the fMRI activation maps was presented at IPMI last summer. The algorithm implementation in Slicer is underway in collaboration with BWH. Our plans include releasing the code into the itk libaray.

Publications

In Print

NA-MIC Publications Datebase

Key Investigators

  • MIT: Polina Golland, Wanmei Ou
  • BWH: Steve Pieper, Sandy Wells, Wendy Plesniak, Carsten Richter

Links