Difference between revisions of "Linear Mixed-effects shape model to explore Huntington's Disease Data"
From NAMIC Wiki
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preliminary results look promising | preliminary results look promising | ||
− | + | [https://github.com/joshcates/ITKParticleShapeModeling ITKv4] module for mixed-effects model available on GitHub | |
* tested on Windows and Linux | * tested on Windows and Linux | ||
* application to run mixed-effects model on single component shapes (90%) | * application to run mixed-effects model on single component shapes (90%) |
Latest revision as of 14:00, 21 June 2013
Home < Linear Mixed-effects shape model to explore Huntington's Disease DataKey Investigators
- UIowa: Hans Johnson, Dave Welch
- Utah: Manasi Datar, Josh Cates, Ross Whitaker
Objective
Make the linear mixed-effects shape model accessible for further exploration of Huntington's Disease Data
Approach, Plan
Meet with UIowa team to:
- give an overview of results from the linear mixed-effects shape model
- explain the ShapeWorks command line tools to optimize and analyze correspondences
- discuss next steps toward making these tools accessible to UIowa team
Progress
preliminary results look promising
ITKv4 module for mixed-effects model available on GitHub
- tested on Windows and Linux
- application to run mixed-effects model on single component shapes (90%)
To Do
- get working code for shape complexes (multiple structures per shape)
- example parameter file for preprocessing shapes, initializing correspondences and applying mixed-effects model
- extracting labels from input labelmap (various components in the shape) - clarify and possibly add a tool to the preprocessing stage
References
M Datar, P Muralidharan, A Kumar, S Gouttard, J Piven, G Gerig, RT Whitaker, PT Fletcher, Mixed-Effects Shape Models for Estimating Longitudinal Changes in Anatomy, STIA 2012