Atlas based AAM and SVM model for fully automatic MRI prostate segmentation.
Ruida ChengBaris TurkbeyWilliam GandlerHarsh K. AgarwalVijay P. ShahAlexandra BokinskyEvan S. McCreedyShijun WangSandeep SankineniMarcelino BernardoThomas PohidaPeter L. ChoykeMatthew J. McAuliffePublished in: EMBC (2014)
Keyphrases
- fully automatic
- prostate segmentation
- mri data
- mr images
- automated segmentation
- fully automated
- manual segmentation
- medical image analysis
- atlas based segmentation
- prostate cancer
- active appearance models
- medical images
- magnetic resonance
- semi automatic
- magnetic resonance imaging
- low contrast
- deformable models
- magnetic resonance images
- segmentation method
- speckle noise
- texture information
- facial images
- medical imaging
- image data
- human faces
- segmentation accuracy
- segmentation result
- left ventricular
- image analysis
- left ventricle
- anatomical structures
- image guided
- face recognition
- imaging modalities
- shape model
- brain tumors
- registration accuracy
- appearance model