Projects:InterleavedSegmentationAndRegistration
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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