NCBC for NAMIC January 2012. Rationale Computational Anatomy specific analysis and statistics...

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NCBC for NAMIC January 2012

Transcript of NCBC for NAMIC January 2012. Rationale Computational Anatomy specific analysis and statistics...

Page 1: NCBC for NAMIC January 2012. Rationale Computational Anatomy specific analysis and statistics capability Create the following for NCBC – itk based statistical.

NCBC for NAMIC

January 2012

Page 2: NCBC for NAMIC January 2012. Rationale Computational Anatomy specific analysis and statistics capability Create the following for NCBC – itk based statistical.

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

Page 3: NCBC for NAMIC January 2012. Rationale Computational Anatomy specific analysis and statistics capability Create the following for NCBC – itk based statistical.

CA Statistical Pipeline

Preprocessing

Statistical Pipeline

KWScene Altas

Slicer Visualization

Page 4: NCBC for NAMIC January 2012. Rationale Computational Anatomy specific analysis and statistics capability Create the following for NCBC – itk based statistical.

CA Analysis Preprocessing

• Surface Rigid Registration - MATLAB• Volume to BYU - itk• Jacobian of momentums - MATLAB

Page 5: NCBC for NAMIC January 2012. Rationale Computational Anatomy specific analysis and statistics capability Create the following for NCBC – itk based statistical.

CA Analysis Pipeline

• Laplace-Beltrami – itk• Principal Component Analysis (PCA) – itk• statPerm – itk (in development)

Page 6: NCBC for NAMIC January 2012. Rationale Computational Anatomy specific analysis and statistics capability Create the following for NCBC – itk based statistical.

CA Statistical PipelineJanuary 2012

Preprocessing

Statistical Pipeline – LB, PCA, statPerm

Insight Journal

KWScene Altas – Paraview Plugin

Slicer Visualization

vtk files

MRML files