Automatic cerebral microbleeds detection from MR images via Independent Subspace Analysis based hierarchical features.
Qi DouHao ChenLequan YuLin ShiDefeng WangVincent C. T. MokPheng-Ann HengPublished in: EMBC (2015)
Keyphrases
- mr images
- magnetic resonance
- lesion segmentation
- magnetic resonance images
- medical images
- manual segmentation
- nonrigid registration
- mr imaging
- brain tissue
- image data
- brain segmentation
- fully automatic
- brain tumors
- feature set
- mri data
- multiple sclerosis
- partial volume
- brain mr images
- magnetic resonance imaging
- prostate cancer
- computer vision
- human brain
- x ray
- denoising
- feature space
- objective function
- feature selection