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

NA-MIC Publications Database

Key Investigators

• BWH: Sylvain Bouix, Motoaki Nakamura, Min-Seong Koo, Martha Shenton.
• MIT: Kilian Pohl, Sandy Wells, Eric Grimson
• Kitware: Luis Ibanez, Karthik Krishnan

Links

• DBP:Harvard:Collaboration:MIT
• Progress_Report:Shape_Based_Segmentation_And_Registration