Morphological Simplification of Brain MR Images by Deep Learning for Facilitating Deformable Registration.
Dongming WeiSahar AhmadZhengwang WuXiaohuan CaoXuhua RenGang LiDinggang ShenQian WangPublished in: MLMI@MICCAI (2019)
Keyphrases
- deep learning
- brain mr images
- deformable registration
- brain tumors
- mr images
- image registration
- medical imaging
- medical image analysis
- magnetic resonance images
- brain images
- magnetic resonance
- prostate cancer
- brain tissue
- machine learning
- image processing
- quantitative evaluation
- medical images
- deformation field
- multiscale
- registration accuracy
- multiresolution
- image data
- b spline
- magnetic resonance imaging
- mutual information
- statistical shape model
- high resolution
- high dimensional
- natural images