Difference between revisions of "Projects:InterleavedSegmentationAndRegistration"
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| − | Back to [[NA-MIC_Collaborations|NA-MIC_Collaborations]] | + | Back to [[NA-MIC_Collaborations|NA-MIC_Collaborations]], [[Algorithm:MIT|MIT Algorithms]] |
| − | + | = Interleaved Segmentation and Registration = | |
| − | + | Our Objective is to improve segmentation of brain structures. | |
| − | + | = Description = | |
| − | + | We have combined registration of an atlas with MRI images using the Expectation-Maximization algorithm which simultaneously estimates image inhomogeneities, anatomical label maps, and a mapping from the atlas to the image space. The software is being ported to ITK. | |
| − | + | = Publications = | |
| + | |||
| + | [http://www.na-mic.org/Special:Publications?text=Projects%3AInterleavedSegmentationAndRegistration&submit=Search&words=all&title=checked&keywords=checked&authors=checked&abstract=checked&sponsors=checked&searchbytag=checked| NA-MIC Publications Database] | ||
| + | |||
| + | = Key Investigators = | ||
* BWH: Sylvain Bouix, Motoaki Nakamura, Min-Seong Koo, Martha Shenton. | * BWH: Sylvain Bouix, Motoaki Nakamura, Min-Seong Koo, Martha Shenton. | ||
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* Kitware: Luis Ibanez, Karthik Krishnan | * Kitware: Luis Ibanez, Karthik Krishnan | ||
| − | + | = Links = | |
* [[DBP:Harvard:Collaboration:MIT|DBP:Harvard:Collaboration:MIT]] | * [[DBP:Harvard:Collaboration:MIT|DBP:Harvard:Collaboration:MIT]] | ||
* [[Progress_Report:Shape_Based_Segmentation_And_Registration|Progress_Report:Shape_Based_Segmentation_And_Registration]] | * [[Progress_Report:Shape_Based_Segmentation_And_Registration|Progress_Report:Shape_Based_Segmentation_And_Registration]] | ||
Latest revision as of 20:24, 27 November 2007
Home < Projects:InterleavedSegmentationAndRegistrationBack to NA-MIC_Collaborations, MIT Algorithms
Contents
Interleaved Segmentation and Registration
Our Objective is to improve segmentation of brain structures.
Description
We have combined registration of an atlas with MRI images using the Expectation-Maximization algorithm which simultaneously estimates image inhomogeneities, anatomical label maps, and a mapping from the atlas to the image space. The software is being ported to ITK.
Publications
Key Investigators
- BWH: Sylvain Bouix, Motoaki Nakamura, Min-Seong Koo, Martha Shenton.
- MIT: Kilian Pohl, Sandy Wells, Eric Grimson
- Kitware: Luis Ibanez, Karthik Krishnan
