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ITK Meets the Virtual Soldier with Atlas Quality Control and Level Set Model Refinement

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http://hdl.handle.net/1926/161

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ITK Meets the Virtual Soldier GE Global Research Bill Lorensen, Jim Miller Dirk Padfield, James Ross Wes Turner [email_address]
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object]
Activities ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Atlas Quality Control ,[object Object],Slice Resolution: 2048 x 1350
Atlas Quality Control ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Overlay.tcl
Atlas Quality Control Left Sixth Rib Segmentation Dust removed via “voting”
Model Generation ,[object Object],Discrete Decimated (90%) Colored Smoothed
Model Generation
Model Generation
VHM Thorax Models
Implicit Anatomical Modeling ,[object Object],X,Y,Z I,J,K Label
Implicit Anatomical Modeling 0 mm: right_ventricle 2 mm: pericardium 3 mm: left_ventricle 52 mm: mediastinum 53 mm: left_upper_lobe_of_lung 66 mm: superior_lingular_branch_left_pulmonary 68 mm: left_upper_lobe_of_lung 107 mm: unknown 112 mm: left_fourth_rib 117 mm: serratus_anterior_muscle 123 mm: unknown 186 mm: pectoralis_minor_muscle 191 mm: deltoid_muscle 259 mm: unknown 261 mm: subcutaneous_tissue_of_trunk 271 mm: skin_of_trunk
Implicit Anatomical Modeling
RGB to CT Registration
RGB to CT Registration
Deformable Registration
Model Refinement Using LevelSets
 
 
LevelSet Model Refinement ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],But: Algorithm parameter space is high!
Load Sharing Facility ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
LSF Toolkit
Laplacian LevelSet DOE Threshold Advection Curvature 1000 runs in 50 minutes!
Threshold Advection Curvature
LS Threshold Selection using IsolatedConnected Initial Using Threshold LS Using IsolatedConnected LS
ThresholdLevelSet
3D IsolatedConnected LS Model vs. Initial Model Left ventricle and ascending aorta Pulmonary Trunk
ITK Meets the Virtual Soldier GE Global Research Bill Lorensen, Jim Miller Dirk Padfield, James Ross Wes Turner [email_address]

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ITK Meets the Virtual Soldier with Atlas Quality Control and Level Set Model Refinement