ITK Tutorial Presentation Slides-952

ITK in an Industrial Research Lab GE Research Jim Miller Bill Lorensen Dan Blezek Majeid Alyassin John Schenck Zhu Li Matt Turek Paulo Mendon ç a Dirk Padfield James Ross

ITK at GE Research ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],

Alzheimer’s Research ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Brain Iron as AD Marker Alzheimer’s Disease Normal HIV

Brain Iron Regional Quantification ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Global Regional

Longitudinal MRI with no registration Checkerboard Source Original image Difference Target Original image

Longitudinal MRI with mutual information registration Checkerboard Source Original image Difference Target Original image

Brain Iron Anatomical Quantification ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Global Regional Structural

Automatic Brain Structure Segmentation ,[object Object],[object Object],[object Object]

Chronic Obstructive Pulmonary Disease ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],COPD is the 4 th leading cause of death in the US.

Emphysema ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],5 class and 3 class performance

Chronic Bronchitis Inlier model TPS Higher order shape models Inlier model TPS Strong model, robust fits

Airway wall study ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

120-2 Lumen Error: 4.2% Wall Error: 38.3% 120-3 Lumen Error: 38.3% Wall Error: 54.1% 177-3 Lumen Error: 57.7% Wall Error: 410.9% 12-2 Lumen Error: 24.6% Wall Error: 25.7% 103-1 Lumen Error: 2.9% Wall Error: 6.2%

Pig Airway 102-1 (9 mm Lumen Diameter) Pathology Measurements Automatic CT Measurements Lumen Area: 75.02 mm 2 Wall Area: 101.15 mm 2 Lumen Area: 75.27 mm 2 (0.32 % Error) Wall Area: 107.38 mm 2 (6.2 % Error)

Pig Airway 177-3 (~1 mm Lumen Diameter) Pathology Measurements Automatic CT Measurements Lumen Area: 1.36 mm 2 Wall Area: 2.54 mm 2 Lumen Area: 2.14 mm 2 (57.7 % Error) Wall Area: 12.96 mm 2 (410.9 % Error)

Other ITK Applications ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Life at an Industrial Research Lab Academia Publish Publish Publish How Why Industry Product Product Product What When Industrial Research Evaluate Accelerate Harden Extend Invent

ITK Tutorial Presentation Slides-952

Recommandé

Recommandé

Contenu connexe

Tendances

Tendances (7)

Similaire à ITK Tutorial Presentation Slides-952

Similaire à ITK Tutorial Presentation Slides-952 (20)

Plus de Kitware Kitware

Plus de Kitware Kitware (20)

Dernier

Dernier (20)

ITK Tutorial Presentation Slides-952