Research of CT / MRI Tumor Image Registration Based on Least Square Support Vector Machines.
Zeqing YangLibing LiuWeiling LiuWeidong YangPublished in: ICIC (1) (2008)
Keyphrases
- image registration
- medical imaging
- least squares
- support vector
- brain tumors
- magnetic resonance imaging
- medical images
- deformable registration
- computed tomography
- mri images
- magnetic resonance images
- learning machines
- brain tumor segmentation
- medical image analysis
- large margin classifiers
- magnetic resonance
- ct images
- computer tomography
- treatment planning
- mri brain
- mr images
- contrast enhanced
- mutual information
- imaging modalities
- medical image registration
- anatomical structures
- ct scans
- accurate registration
- mri data
- soft tissue
- multislice
- deformation field
- x ray
- kernel function
- logistic regression
- brain atlas
- support vector machine
- brain mri
- brain structures
- image processing
- image guided
- image analysis
- breast cancer
- nonrigid registration
- clinical applications
- computer vision
- ct data
- registration process
- rigid registration
- registration accuracy
- feature selection
- brain images
- dce mri
- radiation dose
- image modalities
- optical flow
- brain tissue
- registration errors
- low grade