NCBC for NAMIC January 2012. Rationale Computational Anatomy specific analysis and statistics...
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Transcript of NCBC for NAMIC January 2012. Rationale Computational Anatomy specific analysis and statistics...
NCBC for NAMIC
January 2012
Rationale
• Computational Anatomy specific analysis and statistics capability
• Create the following for NCBC– itk based statistical shape analysis pipeline– Atlas data and Paraview plug-in– Slicer visualization
CA Statistical Pipeline
Preprocessing
Statistical Pipeline
KWScene Altas
Slicer Visualization
CA Analysis Preprocessing
• Surface Rigid Registration - MATLAB• Volume to BYU - itk• Jacobian of momentums - MATLAB
CA Analysis Pipeline
• Laplace-Beltrami – itk• Principal Component Analysis (PCA) – itk• statPerm – itk (in development)
CA Statistical PipelineJanuary 2012
Preprocessing
Statistical Pipeline – LB, PCA, statPerm
Insight Journal
KWScene Altas – Paraview Plugin
Slicer Visualization
vtk files
MRML files